▼ Floor 23 The airstream careened through the sky carrying a proud cockerel, its wings beating in perfect rhythm with the wind.[G|D] He wore an austerely abhorrent beret, a reminder of a bygone era that had been forgotten by many.[G|D] The aircrew astride the plane were wearing their hats with wide brims, ready to brave the elements.[G|D] The aspirin was scattered across the airstrip in an amateurish fashion, a careless mistake that would be costly.[G|D]


Just to clarify, these contents are mainly summarized from the course I took: “Fundamental of Big Data Analytics”, taught by Prof. Mathar Rudolf. For for information please visit: https://www.ti.rwth-aachen.de
Recall of the SVM primal problem and dual problem:
Primal Problem
Dual Problem
The the last post we introduced how to apply Lagrangian duality to SVM and how to get the primal optimum once we get the dual optimum. In this post we mainly discuss how to solve the dual problem and get the dual optimum.
Gradient Descent Algorithm for Dual Problem
To apply GD to SVM, we need to reformulate the objective function of the dual problem. Our new objective function will be:
where is the weighting factor for the constraint . For the constraint , we can satisfy this constraint by clipping into the region after each back propagation during gradient descent.
Discussion: why not also put the constraints also into the loss function by introducing an extra hinge loss term? Then the final loss function will be:
This is reasonable in theory but not so feasible in practice. This will introduce one extra hyper parameter , and we will be lost in endlessly fine tuning and balancing the hyper parameters and . Test results also show that achieving the constraint using clipping is efficient and this method also easily support more general cases of SVM with penalty terms. This will be discussed later.
Based on the loss function, We can compute the gradient:
We define a function . To maintain the consistence with future posts, we can this function as kernel function. Given a training dataset , we can get a kernel matrix:
where .
Then the gradient can be expressed by the kernel matrix:
where , with the element being 1 and other elements being 0. The sign represents the element-wise multiplication two vectors and .
We can also write the expression of the gradient of with respect to the whole vector :
In practice, when we implement the gradient descent algorithm, we don’t need to compute in each iteration, since does not rely on . Instead, we can simply compute before applying gradient descent and store it in the memory, and call it each time when computing the gradient.
Another implicit advantage of using such a kernel matrix expression is that such a definition can be extended into a broader definition of SVM – SVM with kernels, where we can give a more sophisticated definition to the kernel function , instead of just vector dot product. But even in that case, the expression of the gradient still remains the same. We just simply pre-calculate the kernel matrix based on the new definition of kernel function, and then apply gradient descent algorithm to find the optimal solution. We will discuss kernel SVM in the future posts.
Implementation and Experiments
I implement the Gradient Descent algorithm to compute the dual optimum and use it to solve the original SVM optimization problem. The code is available in my github SupportVectorMachine/gd-dual-svm.py. The change of the hyperplane over iterations is shown in figure Hyperplane Over Iteration
In the above figure, the points with solid color are the support vectors. As the training goes on, more and more points are excluded from the support vector set. Finally there are only 3 support vectors. The finally separating hyperplane is obviously the optimal separating hyperplane with maximized margin.
Other Solutions?
One important feature of the Gradient Descent Algorithm is that in each iteration there is a matrix vector multiplication , with a time complexity . This might be computationally challenging if is large.
Apart from the gradient descent method, there is another method called Sequential Minimal Optimization (SMO), which is a more efficient and specialized solution. We will discuss that in the following posts. Before we go further, I would like to introduce the SVM in more general cases.
-
Previous
An Introduction to Support Vector Machines (SVM): Convex Optimization and Lagrangian Duality Principle -
Next
An Introduction to Support Vector Machines (SVM): SVM with slack variables


Press n or j to go to the next uncovered block, b, p or k for the previous block.
| File | Statements | Branches | Functions | Lines | |||||
|---|---|---|---|---|---|---|---|---|---|
| blueprint.js | 93.38% | 127/136 | 79.25% | 42/53 | 100% | 21/21 | 93.38% | 127/136 | |
| cardinality.js | 100% | 21/21 | 100% | 18/18 | 100% | 1/1 | 100% | 21/21 | |
| children-tree.js | 95.65% | 22/23 | 87.5% | 7/8 | 100% | 3/3 | 95.65% | 22/23 | |
| contract.js | 90.46% | 256/283 | 84.62% | 143/169 | 89.58% | 43/48 | 90.46% | 256/283 | |
| hash.js | 100% | 3/3 | 100% | 0/0 | 100% | 1/1 | 100% | 3/3 | |
| matcher-cache.js | 100% | 18/18 | 100% | 2/2 | 100% | 7/7 | 100% | 18/18 | |
| object-set.js | 100% | 22/22 | 100% | 10/10 | 100% | 7/7 | 100% | 22/22 | |
| partials.js | 56.36% | 31/55 | 0% | 0/4 | 57.89% | 11/19 | 56.36% | 31/55 | |
| template.js | 100% | 24/24 | 100% | 18/18 | 100% | 6/6 | 100% | 24/24 | |
| types.js | 100% | 1/1 | 100% | 0/0 | 100% | 0/0 | 100% | 1/1 | |
| utils.js | 100% | 34/34 | 100% | 8/8 | 100% | 9/9 | 100% | 34/34 | |
| variants.js | 100% | 13/13 | 100% | 6/6 | 100% | 4/4 | 100% | 13/13 |


{% if user.profile.is_contrib or user.is_staff %}
You have Contributor privileges, which means you can access features of the website
for developing the CI. You can also deploy the CI when it is finished.
{% else %}
You do not have Contributor privileges, but you can deploy the CI when it is finished.
If you would like to help develop the CI, please contact us.
{% endif %}
{% if user.is_staff %}
You are an administrator. You can do exclusive staff things at the
Staff Page
{% endif %}


--- title: "Default" description:
A navigaton component that allows the developer to group related information under a common image or text. Think of it like a fancy dropdown menu.
type: drop dot category: evolution author: Patrick Franz order: 1 ---


Exercises week 36
Contents
Exercises week 36¶
September 4-8, 2023
Date: Deadline is Sunday September 10 at midnight
Overarching aims of the exercises this week¶
This set of exercises form an important part of the first project. The analytical exercises deal with the material covered last week on the mathematical interpretations of ordinary least squares and of Ridge regression. The numerical exercises can be seen as a continuation of exercise 3 from week 35, with the inclusion of Ridge regression. This material enters also the discussions of the first project.
Exercise 1: Analytical exercises¶
The aim here is to derive the expression for the optimal parameters using Ridge regression. Furthermore, using the singular value decomposition, we will analyze the difference between the ordinary least squares approach and Ridge regression.
The expression for the standard Mean Squared Error (MSE) which we used to define our cost function and the equations for the ordinary least squares (OLS) method, was given by the optimization problem
which we can also write as
where we have used the definition of a norm-2 vector, that is
By minimizing the above equation with respect to the parameters \(\boldsymbol{\beta}\) we could then obtain an analytical expression for the parameters \(\boldsymbol{\beta}\).
We can add a regularization parameter \(\lambda\) by defining a new cost function to be optimized, that is
which leads to the Ridge regression minimization problem. One can require as part of the optimization problem that \(\vert\vert \boldsymbol{\beta}\vert\vert_2^2\le t\), where \(t\) is a finite number larger than zero. We will not implement that here.
a) Expression for Ridge regression¶
Show that the optimal parameters
with \(\boldsymbol{I}\) being a \(p\times p\) identity matrix with the constraint that
with \(t\) a finite positive number. In the optimization, we will not require that the latter is satisfied.
The ordinary least squares result is
b) The singular value decomposition¶
Here we will use the singular value decomposition of an \(n\times p\) matrix \(\boldsymbol{X}\) (our design matrix)
to study properties of Ridge regression and ordinary least squares regression. Here \(\boldsymbol{U}\) and \(\boldsymbol{V}\) are orthogonal matrices of dimensions \(n\times n\) and \(p\times p\), respectively, and \(\boldsymbol{\Sigma}\) is an \(n\times p\) matrix which contains the singular values only. This material was discussed during the lectures of week 35.
Show that you can write the OLS solutions in terms of the eigenvectors (the columns) of the orthogonal matrix \(\boldsymbol{U}\) as
For Ridge regression, show that the corresponding equation is
with the vectors \(\boldsymbol{u}_j\) being the columns of \(\boldsymbol{U}\) from the SVD of the matrix \(\boldsymbol{X}\).
Give an interpretation of the results. Section 3.4 of Hastie et al’s textbook gives a good discussion of the above results.
Exercise 2: Adding Ridge Regression¶
This exercise is a continuation of exercise 3 from week 35, see https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/exercisesweek35.html. We will use the same function to generate our data set, still staying with a simple function \(y(x)\) which we want to fit using linear regression, but now extending the analysis to include the Ridge regression method.
In this exercise you need to include the same elements from last week, that is
scale your data by subtracting the mean value from each column in the design matrix.
perform a split of the data in a training set and a test set.
The addition to the analysis this time is the introduction of the hyperparameter \(\lambda\) when introducing Ridge regression.
Extend the code from exercise 3 from week 35 to include Ridge regression with the hyperparameter \(\lambda\). The optimal parameters \(\hat{\beta}\) for Ridge regression can be obtained by matrix inversion in a similar way as done for ordinary least squares. You need to add to your code the following equations
The ordinary least squares result you encoded last week is given by
Use these results to compute the mean squared error for ordinary least squares and Ridge regression first for a polynomial of degree five with \(n=100\) data points and five selected values of \(\lambda=[0.0001,0.001, 0.01,0.1,1.0]\). Compute thereafter the mean squared error for the same values of \(\lambda\) for polynomials of degree ten and \(15\). Discuss your results for the training MSE and test MSE with Ridge regression and ordinary least squares.


Write applications that include important details in log entries.
Log event entries should include important details so that the contents of the logs are useful for forensics and system administration.
Perform the following actions to add code that logs important event details:
Identify existing logging functionality. Look for libraries or classes that are designed specifically for logging. Make a list of functions used to generate log entries and document them.
Centralize logging. If a dedicated logging library or class doesn't exist, design and write one. Consider implementing functionality for sending logs to an external log server. One common protocol for sending logs to a log server is syslog (RFC 5424).
Implement logging. Add code that records the following details in log entries:


Christmas gift ideas for food lovers 2019
by Molly Tait-HylandFrom stocking fillers to hampers, great Christmas presents for foodies, selected by Observer Food Monthly
Under £10
Honey & Spice biscuits
Giant gingerbreads, marunchinos and spiced biscotti from the brilliant Honeys. From £5.50, honeyandco.co.uk
Redecker wooden mussel brush
For perfect moules mariniere. £7, boroughkitchen.com
Coco chocolate bars
Edinburgh-based chocolatier, South American cocoa, unique artwork. £5, cocochocolatier.com
WA Green London extra long matches
Fancy matches for the domestic goddess. £8, wagreen.co.uk
Tom Kerridge ketchup and brown sauce
Updated condiments from the much-loved chef. £9.95 for two, tomkerridge.com
Howdah? snacks
A packet of these spicy Indian snacks = a school lunch for a child in need. £2.75, harveynichols.com
Stroodles
Semolina pasta drinking straws that biodegrade in just one day. £4.99, stroodles.co.uk
Big Whale egg warmer
David Attenborough’s favourite breakfast accessory. £7.50, souschef.co.uk
Pastifico dei Campi pasta
High-quality pasta with top PGI credentials. £5.95, souschef.co.uk
Peleg Design yolk pig
Cute porker-cum-egg-separator. £9.95, amazon.co.uk
Rex London fish tins
Fishy-themed tins for odds and bobs. £4.25, rexlondon.com
Rocko the dinosaur sweetcorn holder
Useful tool for the dinosaur-obsessed child/adult in your life. £9.95, souschef.co.uk
Doisy & Dam almond and hazelnut butter cups
Posh Reese’s, coveted stocking filler. £1.35, boots.com
Fabienne Chapot lobster oven glove
Oven safety, crustacean-chic. £9, amara.com
Liberty soaps
Now you can smell like your favourite fruit and veg too. £6.95, libertylondon.com
Norður Salt Arctic sea salt flakes
Icelandic sea salt from pure Arctic sea water. £7.95, harveynichols.com
Kikkerland foragers playing cards
Learn something interesting about funghi or pine cones with every shuffle. £9.95, balticmill.com
RBV Birkmann sloth cookie cutter
Quirky cutter for the lazy baker. £4.99, lakeland.co.uk
Pink Sakura bento box bag
Stylish lunch kit for the cool kid. £9.50, souschef.co.uk
Noolibird garden herb rubber stamps
Add some seasoning to your stationery. £7, notonthehighstreet.com
San Cesareo passata
Premium Italian tomatoes packed into every jar. From £3.75, thehamandcheeseco.com
Sarah Raven seeds
Edible flowers to sow in the new year. From £1.95, sarahraven.com
Dionaea muscipula venus flytrap
Keep flies at bay with mother nature’s kitchen aid. £8.50, waitrosegarden.com
Under £50
Drinks by the Dram whisky crackers
Skip the nail file and the teeny notepad and win a single malt. £32.95, masterofmalt.com
Muzzi panettone
Beautifully packaged panettone, including pear and chocolate chip and marron glacé. From £13.95, souschef.co.uk
Ceramic egg cups
Slip-cast Staffordshire porcelain egg cups inspired by London life. £12, helenbeard.com
Paul A Young Very Orangey chocolate segments
Move over Terry’s. £12.95, paulayoung.co.uk
Fortnum & Mason potted Welsh rarebit
Fortnum’s tried and tested recipe. Slather on hot toast, grill and serve. £12.95, fortnumandmason.com
Bespoke Barware cowboy boot shot cups
Yeehah! Wet you whistle and have a hooch hoedown. £49 for 6, notonthehighstreet.com
The Fergroni
Stir with ice, serve with a lemon twist (never orange!). £42, stjohnrestaurant.com
Sir/Madam linen napkins
Featuring words from Emily Dickinson to Mark Twain. £49, couvertureandthegarbstore.com
Parameswaran’s special wynad black peppercorns
Single estate and vine ripened with a great taste. £10.99, lakeland.co.uk
Asterley Bros cocktails
Christmas cocktails that look and taste great. From £14.95, asterleybros.com
Studio YF bowls and dishes
Ceramic figs and pomegranate dishes made by Yasmin Falahat in east London. £30-£45, etsy.com
Tate Otama soup ladle
Chic utensil by Japanese designer Mikiya Kobayashi. £21, twentytwentyone.com
Teatulia tea selection
Black, oolong and green. For the tea enthusiast. £14.95, teatuliabar.com
Suck UK doughnut sticky tape
Sweet and sticky tape with extra sprinkles. £14, selfridges.com
Bonne Maison artichoke socks
Decorated with globe artichokes and honey bees. £16, bonnemaison.fr
Zaytoun tree for life
Help a Palestinian farmer buy olive and almond tree saplings. £20, zaytoun.org
Wine buff glass polishing cloth
For the drinks connoisseur. £12.50, harveynichols.com
Glass lobster ornament
Under the sea Christmas decor. £16.95, libertylondon.com
S’well The Resort Florals bottles
Reusable bottles in fetching florals. £35, amara.com
Dominique Ansel Christmas morning cereal
A decadent start to Christmas Day. £12, dominiqueansellondon.com
Fortnum & Mason merrilossus
Dangerously addictive biscuits for Christmas Eve, Christmas Day, Boxing Day and beyond… £17.50, fortnumandmason.com
David Shrigley hip flask
Does what it says on the tin. £24.95, balticmill.com
David Earp cosy and Brown Betty teapot
A cosy made from vintage saris, and Britain’s favourite teapot. Cosy, £45, postcardteas.com; teapot, £38, twentytwentyone.com
Rick Stein kitchen measuring spoons
All your measuring needs, in fish-form. £10, rickstein.com
Yakumi Japanese spice pots
Japanese spices at the ready with these grow-your-own pots. £13, twentytwentyone.com
Apiary beeswax wraps
An attractive alternative to clingfilm. £20, couvertureandthegarbstore.com
Wooden mackerel key ring
Hand-painted by Bath-based artist Jess Hughes. £15, rickstein.com
Over £50
The Lodden Liberty Christmas hamper
Fudge, gin, champagne … Everything for Christmas and more. £250, libertylondon.com
Amy Isles Freeman bowls
Hand-painted bowls with joyous designs of female sexuality. From £145, amyislesfreeman.co.uk
Lina Stores bespoke hamper
Delicious things from much-loved Italian deli in London. From £65, 020 7437 6482
Campbell’s soup can skateboard
A Skateroom and Andy Warhol Foundation collaboration. £220, shop.tate.org.uk
Secret Smokehouse London-cure oak smoked salmon
For a luxurious Christmas-morning breakfast. £70, secretsmokehouse.co.uk
Alex Ebdon hand-painted artichoke board
A useful piece of art. £99, notonthehighstreet.com
Caol Ila 18-year-old whisky
Gentle smoke, soft peat. £81.78, masterofmalt.com
Aluminium yukihira pans
Traditional Japanese pans that are as beautiful as they are practical. From £55, nativeandco.com
Blenheim Forge oyster knife
Forged from high carbon Swedish stainless steel. £180, blenheimforge.com
Cuvée Privée Adopt a Vine - Blanc De Blancs Grand Cru Vintage
Adopt a vine and drink the benefits. From £300, cuvee-privee.co.uk
The Posh Shed Company hedgehog house
Help hedgehogs and keep slugs away from the veg patch too. £75, theposhshedcompany.co.uk
Asahiyaki tea bowls
Stunning wood fired tea bowls made in a 16th generation kiln near Kyoto. £85 each, postcardteas.com
Les Ottomans tablecloth
Turn a midweek supper into a banquet with these regal tablecloths. £85, matchesfashion.com
The Daunt Books cookery subscription
A year’s subscription gets you a cookbook a month from Daunt. £360 dauntbooks.co.uk
Ottolenghi spice hamper
All the hard-to-find spices you could ever need. £65, ottolenghi.co.uk
Marcato ravioli tablet
Perfect handmade ravioli every time. £58, amazon.co.uk
Classical handless jug
Simply stylish and simply functional porcelain jug. £67.50, johnjulian.co.uk
The Wolseley vintage silver-plated coffee pot
Every pot is different but all are engraved. £275, thewolseley.com
Market basket
For every bag purchased, a woman in Ghana receives a reusable sanitary kit. £69, mmaa.social
Advent calendars
Seedlings gardeners’ advent calendar
Alain Ducasse chocolate advent calendar
£45, lechocolat-alainducasse.com
Selfridge’s Selection festive mince pie advent calendar
£39.99, selfridges.com
The Gin Explorers advent calendar
£99.95, masterofmalt.com
Percy Pig advent calendar
The Naked Marshmallow Co gourmet advent calendar
£17.50, nakedmarshmallow.co.uk
Lakrids by Bülow liquorice advent calendar
£38, lakridsbybulow.co.uk
Laduree limited edition advent calendar
£32, laduree.co.uk
This article contains affiliate links, which means we may earn a small commission if a reader clicks through and makes a purchase. All our journalism is independent and is in no way influenced by any advertiser or commercial initiative. By clicking on an affiliate link, you accept that third-party cookies will be set. More information.


{% include 'shared/meta.html' %}
{{ _('Did you try searching? Enter a keyword(s) in the search field. Or, try one of the links below.') }}


Professional custom fitted attires, made just for you.
Dresses, tops, skirts, jumpsuits, jackets, bottoms...
Office wears, casual wears, wedding attires...
Shoes, bags, purses, custom made ear rings, hand bands...
$ 49.99$ 70.00


image
Anime is short for animation, or Japanese animation to be precise. Before anything else and all the other things that make anime great, visuals is what makes anime so unique and fresh. It's the first thing you look at. ... And the animation gives the creators more power to do things regular films could only dream of.


THE GREEN MILE (M). (Castle Rock/Universal/UIP) Director: Frank Darabont Stars: Tom Hanks, David Morse, James Cromwell, Michael Clarke Duncan, Michael Jeter, Barry Pepper, Doug Hutchison, Bonnie Hunt, Patricia Clarkson, Sam Rockwell, Graham Greene, Jeffrey DeMunn, Harry Dean Stanton, Gary Sinise, William Sadler, Dabbs Greer, Eve Brent Running time: 189 minutes.
Writer/director Frank Darabont previously gave us the superb The Shawshank Redemption, one of the truly great films of the '90's. He has followed it with yet another prison drama that is every bit as moving and inspiring and, yes, damn good.
The Green Mile beautifully and brilliantly transcends the limitations and usual cliches of the genre. Although set on death row, the film is suffused with a humanity and warmth of spirit that is both surprising and unexpected, and ultimately elevates the potentially bleak material into another sphere. This also has more of an element of fantasy to it.
Like its predecessor, The Green Mile is based on a non-horror story from Stephen King, and proves that he is a strong writer when he moves away from the genre that made his name. In fact, it is King's non-horror stories that have translated best into great films (Stand By Me, Misery, Dolores Claiborne, etc).
The film is set on Cold Mountain Penitentiary's death row (affectionately nick-named "the green mile" because of the colour of its floor) during the bleak depression years. In 1936, John Coffey (Michael Clarke Duncan, from Armageddon, etc), a giant, barely literate black itinerant, was convicted of raping and murdering two nine year old girls and imprisoned in Cold Mountain. Coffey possessed a special gift that eventually transformed the lives of other prisoners and even his hardened, cynical guards, who had become desensitised to the worst atrocities committed by men. Eventually even the guards begin to believe in the innocence of this gentle giant.
There is something of an obvious religious metaphor to the story for those who care to look below the surface. Darabont doesn't overly sentimentalise the material, although the more cynical will probably dismiss the whole thing as being shamelessly manipulative. Darabont's direction is beautifully restrained and understated. Although The Green Mile runs for just over three hours, there is little wasted screen time and few slack moments. There is a wealth of incidents here that keeps the audience engrossed, and most will willingly suspend disbelief for the duration.
The characters are all strongly drawn, and given depth by the uniformly rich performances from the ensemble cast. Tom Hanks gives a compassionate performance as head guard Paul Edgecombe, a man ultimately torn between his beliefs and his duty. Duncan brings an unexpected dignity and grace to his role as the enigmatic Coffey. The always excellent David Morse brings restraint to his superb performance as "Brutal" Howell, Edgecombe's second in command. Doug Hutchison (best known for his role as Toomes in The X Files) is also strong as the sadistic and incompetent guard Wetmore, who constantly flaunts his political connections.
No prison film has yet won an Oscar for Best Picture, but The Green Mile should prevail if there is any justice. It's that good!
****1/2 greg king http://www.netau.com.au/gregking
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
The Internet Movie Database accepts no responsibility for the contents of the
review and has no editorial control. Unless stated otherwise, the copyright
belongs to the author.
Please direct comments/criticisms of the review to relevant newsgroups.
Broken URLs inthe reviews are the responsibility of the author.
The formatting of the review is likely to differ from the original due
to ASCII to HTML conversion.
Related links: index of all rec.arts.movies.reviews reviews


Ray: 0.3 Release
We are pleased to announce the Ray 0.3 release. This release introduces distributed actor handles and Ray.tune — a new hyperparameter search library. It also includes a number of bug fixes and stability enhancements.
To upgrade to the latest version, run
pip install -U ray
Hyperparameter Search Tool
This release adds Ray.tune, a distributed hyperparameter evaluation tool for long-running tasks such as reinforcement learning and deep learning training. It currently includes the following features:
- Pluggable early stopping algorithms including the Median Stopping Rule and Hyperband.
- Integration with visualization tools such as TensorBoard, rllab’s VisKit, and a parallel coordinates visualization.
- Flexible trial variant generation, including grid search, random search, and conditional parameter distributions.
- Resource-aware scheduling, including support for concurrent runs of algorithms that require GPUs or are themselves parallel and distributed.
Ray.tune provides a Python API for use with deep learning and other compute intensive training tasks. Here is a toy example illustrating usage.
from ray.tune import register_trainable, grid_search, run_experiments
def my_func(config, reporter):
import time, numpy as np
i = 0
while True:
reporter(timesteps_total=i, mean_accuracy=i ** config['alpha'])
i += config['beta']
time.sleep(0.01)
register_trainable('my_func', my_func)
run_experiments({
'my_experiment': {
'run': 'my_func',
'resources': {'cpu': 1, 'gpu': 0},
'stop': {'mean_accuracy': 100},
'config': {
'alpha': grid_search([0.2, 0.4, 0.6]),
'beta': grid_search([1, 2]),
},
}
})
In-progress results can be visualized live using tools such as Tensorboard and rllab’s VisKit (or you can read the JSON format logs directly from the driver node):
View the documentation and the code.
Ray.tune integration with RLlib
You can try out RLlib with Ray.tune with the following example.
cd ray/python/ray/rllib
python train.py -f tuned_examples/cartpole-grid-search-example.yaml
The tuned_examples
directory also contains pre-tuned hyperparameter
configurations for common benchmark tasks such as Pong and Humanoid. View the
RLlib documentation.
Initial Support for PyTorch in RLlib
A modern reinforcement learning library should work with multiple deep learning frameworks. As a step toward this goal, 0.3 adds support for PyTorch models for A3C in RLlib. You can try this out with the following A3C config.
cd ray/python/ray/rllib
./train.py --run=A3C \
--env=PongDeterministic-v4 \
--config='{"use_pytorch": true, "num_workers": 8, "use_lstm": false, "model": {"grayscale": true, "zero_mean": false, "dim": 80, "channel_major": true}}'
Distributed Actor Handles
Ray 0.3 adds support for distributed actor handles, that is, the ability to have multiple callers invoke methods on the same actor. The actor’s creator may pass the actor handle as an argument to other tasks or to other actor methods. Here’s an example in which the driver creates an actor to log messages and passes an actor handle to other tasks:
import ray
ray.init()
@ray.remote
class Logger(object):
def __init__(self):
self.logs = []
def log(self, log_msg):
self.logs.append(log_msg)
def read_logs(self):
return self.logs
@ray.remote
def task(logger, task_index):
# Do some work.
logged = logger.log.remote('Task {} is done'.format(task_index))
# Create an actor and get a handle to it.
logger = Logger.remote()
# Pass the actor handle to some tasks.
tasks = [task.remote(logger, i) for i in range(10)]
# Wait for the tasks to finish.
ray.get(tasks)
# Get the logs from the tasks.
print(ray.get(logger.read_logs.remote()))
This feature is still considered experimental, but we’ve already found distributed actor handles useful for implementing parameter server and streaming MapReduce applications.


Button Fill Ghost Capsule Fill Capsule Ghost
button button button Capsule Fill Capsule Ghost
Default Primary Secondary Warning Success Danger
disabled Primary Secondary Warning Success Danger
Primary Secondary Warning Success Danger
Large button Default button Small button
Block large
Block
Default Primary Secondary Disabled
+ + + +
large middle Small
Primary Secondary warning
primary Secondary warning
Primary Secondary Warning
large Default Middle Small
capsule +


The previous unit testing framework started as hack to have a bit more than simple asserts. It is not easy to use (needs explicit enumeration of all test cases) and lacks really important features (e.g. output of the assertion that failed).
- Must be BSD licenced
- Must be easy to use
- should be portable
- container testing?
- mocking?
- Continue with current framework
- Boost Unit Testing framework
- Google Unit testing framework with code downloaded by CMake for systems where no source is packaged (Debian Wheezy, Arch Linux, Fedora,...)
- Having the output of current values when an assertion fails in any case
- No listing of all test cases in main (but instead having test discovery)
- No more commenting out if you only want to run parts of the test-suite
- No more typos in test-suite namings
- xUnit output for jenkins
- value and type-parameterized tests
- Mock-Support (not available in gtest?)
- setup/teardown global+per test
- supports death tests
- writing many parts of it on our own adds to the total amount of code to write and maintain.
- integrations into IDEs
- It adds lots of code in the repository
- It is not ideal to have different frameworks intermixed (C vs. C++ frameworks, but most code is C)
- In the end we have to write a lot of functionality ourselves anyway (e.g. comparing Keys and KeySets)
- Testsuite execution are already handled by cmake and kdb run-all.
- The selection of tests within a test suite does not play well with ctest.
- Rewriting all current tests to have unified behavior is a lot of work
- Wont work for ABI compatibility tests
- Mock only by extra framework
- We had discussions on Mailinglists
- We had discussions on GitHub


| blog/__init__.py |
0 |
0 |
0 |
100% |
| blog/admin.py |
3 |
0 |
0 |
100% |
| blog/apps.py |
3 |
3 |
0 |
0% |
| blog/forms.py |
10 |
0 |
0 |
100% |
| blog/migrations/0001_initial.py |
8 |
0 |
0 |
100% |
| blog/migrations/0002_remove_blog_user.py |
4 |
0 |
0 |
100% |
| blog/migrations/0003_auto_20200512_0748.py |
4 |
0 |
0 |
100% |
| blog/migrations/0004_auto_20200512_0800.py |
4 |
0 |
0 |
100% |
| blog/migrations/0005_auto_20200512_0805.py |
4 |
0 |
0 |
100% |
| blog/migrations/0006_blog_profile_pic.py |
4 |
0 |
0 |
100% |
| blog/migrations/0007_remove_blog_profile_pic.py |
4 |
0 |
0 |
100% |
| blog/migrations/0008_remove_blog_tag.py |
4 |
0 |
0 |
100% |
| blog/migrations/0009_blog_updated.py |
4 |
0 |
0 |
100% |
| blog/migrations/0010_auto_20200515_1815.py |
4 |
0 |
0 |
100% |
| blog/migrations/0011_blog_user.py |
6 |
0 |
0 |
100% |
| blog/migrations/0012_auto_20200516_1549.py |
5 |
0 |
0 |
100% |
| blog/migrations/0013_remove_blog_user.py |
4 |
0 |
0 |
100% |
| blog/migrations/0014_blog_user.py |
6 |
0 |
0 |
100% |
| blog/migrations/0015_auto_20200516_1556.py |
5 |
0 |
0 |
100% |
| blog/migrations/0016_remove_blog_user.py |
4 |
0 |
0 |
100% |
| blog/migrations/__init__.py |
0 |
0 |
0 |
100% |
| blog/models.py |
14 |
0 |
0 |
100% |
| blog/test_forms.py |
16 |
0 |
0 |
100% |
| blog/test_models.py |
9 |
0 |
0 |
100% |
| blog/test_views.py |
18 |
0 |
0 |
100% |
| blog/urls.py |
3 |
0 |
0 |
100% |
| blog/views.py |
40 |
20 |
0 |
50% |
| cart/__init__.py |
0 |
0 |
0 |
100% |
| cart/apps.py |
3 |
3 |
0 |
0% |
| cart/context.py |
15 |
4 |
0 |
73% |
| cart/migrations/__init__.py |
0 |
0 |
0 |
100% |
| cart/templatetags/__init__.py |
0 |
0 |
0 |
100% |
| cart/templatetags/bag_tools.py |
5 |
1 |
0 |
80% |
| cart/test_views.py |
6 |
0 |
0 |
100% |
| cart/urls.py |
3 |
0 |
0 |
100% |
| cart/views.py |
34 |
26 |
0 |
24% |
| checkout/__init__.py |
1 |
0 |
0 |
100% |
| checkout/admin.py |
12 |
0 |
0 |
100% |
| checkout/apps.py |
5 |
0 |
0 |
100% |
| checkout/forms.py |
18 |
0 |
0 |
100% |
| checkout/migrations/0001_initial.py |
6 |
0 |
0 |
100% |
| checkout/migrations/0002_auto_20200514_0740.py |
5 |
0 |
0 |
100% |
| checkout/migrations/0003_order_user_profile.py |
5 |
0 |
0 |
100% |
| checkout/migrations/__init__.py |
0 |
0 |
0 |
100% |
| checkout/models.py |
45 |
11 |
0 |
76% |
| checkout/signals.py |
9 |
2 |
0 |
78% |
| checkout/test_forms.py |
37 |
0 |
0 |
100% |
| checkout/urls.py |
4 |
0 |
0 |
100% |
| checkout/views.py |
80 |
64 |
0 |
20% |
| checkout/webhook_handler.py |
58 |
44 |
0 |
24% |
| checkout/webhooks.py |
28 |
19 |
0 |
32% |
| home/__init__.py |
0 |
0 |
0 |
100% |
| home/apps.py |
3 |
3 |
0 |
0% |
| home/migrations/__init__.py |
0 |
0 |
0 |
100% |
| home/test_views.py |
6 |
0 |
0 |
100% |
| home/urls.py |
3 |
0 |
0 |
100% |
| home/views.py |
6 |
0 |
0 |
100% |
| manage.py |
12 |
2 |
0 |
83% |
| products/__init__.py |
0 |
0 |
0 |
100% |
| products/admin.py |
3 |
0 |
0 |
100% |
| products/apps.py |
3 |
3 |
0 |
0% |
| products/forms.py |
10 |
0 |
0 |
100% |
| products/migrations/0001_initial.py |
5 |
0 |
0 |
100% |
| products/migrations/0002_auto_20200508_1929.py |
5 |
0 |
0 |
100% |
| products/migrations/0003_auto_20200508_1949.py |
4 |
0 |
0 |
100% |
| products/migrations/0004_auto_20200509_1033.py |
4 |
0 |
0 |
100% |
| products/migrations/0005_auto_20200512_0818.py |
4 |
0 |
0 |
100% |
| products/migrations/0006_auto_20200515_1811.py |
4 |
0 |
0 |
100% |
| products/migrations/0007_auto_20200520_1701.py |
4 |
0 |
0 |
100% |
| products/migrations/0008_auto_20200521_1346.py |
4 |
0 |
0 |
100% |
| products/migrations/0009_auto_20200521_1348.py |
4 |
0 |
0 |
100% |
| products/migrations/__init__.py |
0 |
0 |
0 |
100% |
| products/models.py |
12 |
0 |
0 |
100% |
| products/test_forms.py |
21 |
0 |
0 |
100% |
| products/test_models.py |
10 |
0 |
0 |
100% |
| products/test_views.py |
57 |
0 |
0 |
100% |
| products/urls.py |
3 |
0 |
0 |
100% |
| products/views.py |
60 |
23 |
0 |
62% |
| profiles/__init__.py |
0 |
0 |
0 |
100% |
| profiles/admin.py |
3 |
0 |
0 |
100% |
| profiles/apps.py |
3 |
3 |
0 |
0% |
| profiles/forms.py |
26 |
4 |
0 |
85% |
| profiles/migrations/0001_initial.py |
7 |
0 |
0 |
100% |
| profiles/migrations/0002_auto_20200514_1319.py |
4 |
0 |
0 |
100% |
| profiles/migrations/0003_user_profile_full_name.py |
4 |
0 |
0 |
100% |
| profiles/migrations/0004_auto_20200515_1302.py |
4 |
0 |
0 |
100% |
| profiles/migrations/0005_auto_20200515_1310.py |
4 |
0 |
0 |
100% |
| profiles/migrations/0006_auto_20200515_1355.py |
4 |
0 |
0 |
100% |
| profiles/migrations/__init__.py |
0 |
0 |
0 |
100% |
| profiles/models.py |
23 |
1 |
0 |
96% |
| profiles/test_forms.py |
41 |
0 |
0 |
100% |
| profiles/urls.py |
3 |
0 |
0 |
100% |
| profiles/views.py |
28 |
19 |
0 |
32% |
| review/__init__.py |
0 |
0 |
0 |
100% |
| review/admin.py |
3 |
0 |
0 |
100% |
| review/apps.py |
3 |
3 |
0 |
0% |
| review/forms.py |
6 |
0 |
0 |
100% |
| review/migrations/0001_initial.py |
7 |
0 |
0 |
100% |
| review/migrations/0002_auto_20200516_1818.py |
4 |
0 |
0 |
100% |
| review/migrations/0003_auto_20200518_0922.py |
6 |
0 |
0 |
100% |
| review/migrations/__init__.py |
0 |
0 |
0 |
100% |
| review/models.py |
14 |
1 |
0 |
93% |
| review/test_forms.py |
16 |
0 |
0 |
100% |
| review/urls.py |
3 |
0 |
0 |
100% |
| review/views.py |
44 |
31 |
0 |
30% |
| the_honey_pot/__init__.py |
0 |
0 |
0 |
100% |
| the_honey_pot/asgi.py |
4 |
4 |
0 |
0% |
| the_honey_pot/settings.py |
57 |
9 |
0 |
84% |
| the_honey_pot/urls.py |
7 |
1 |
0 |
86% |
| the_honey_pot/wsgi.py |
4 |
4 |
0 |
0% |


--- layout: post authors: ["Greg Wilson"] title: "Bootcamp Questionnaires" date: 2013-08-19 time: "09:00:00" tags: ["Assessment"] ---
Thanks to some hard work by Jory Schossau and others, we have developed three standard questionnaires for bootcamp participants:
We hope to deploy these questionnaires starting in September, so we would be very grateful for feedback. Do you understand what we're asking? Do the responses provided include the answer you would give? As an instructor, would you find it useful to know these things about your learners before a bootcamp started? And what have we missed entirely?


Petition to
%clanName%
Clan
In order to apply, fill the following fields and a message will be sent to a recruitment officer. Good Luck!
%question1%
%answer1%
%question2%
%answer2%
%question3%
%answer3%
%question4%
%answer4%
Additional Message:
Needed Classes:
%classes%
%joinClanButton%


--- layout: default title: MMME'16 - Bank to Bank Transfer meta: Bank to bank information keyword: mining conference, material conference, mineral processing conference, metal processing conference, solidification conference, metallurgical conference, casting conference, composite materials conference, corosion, metal processing, phase diagram, surface phenomena, heat transfer, fluid flow, fluid dynamics, fluid mechanics, mining, material, mineral processing, metal processing, solidification, metallurgical, casting, composite materials, corosion conference, metal processing conference, phase diagram conference, surface phenomena conference, heat transfer conference, fluid flow conference, fluid dynamics conference, fluid mechanics conference ---
If you are using this method of payment, you should note that all charges for transferring the money must be paid by the registrants or your registration will be withdrawn.
*Please make sure that you are sending the payment to International ASET Inc. Any other name will result in the rejection of your payment. We will not be responsible for payments rejected because of this reason.
The banking information required for your money transfer is as follows:
Beneficiary Name: International ASET Inc.
Address:
Unit No. 417, 1376 Bank St.
Ottawa, Ontario, Canada
K1H 7Y3
Phone #: +1-613-695-3040
Account #:<PHONE_NUMBER>0726
Swift Code: NOSCCATT
Transit: 23077
Address:
Scotia Bank Canada
20 Queen St. West, 4th floor
Toronto, Ontario, Canada
M5H 3R3
Phone #:<PHONE_NUMBER>


About
I'm putting all my non-GUI scripts in this repository.
Launch Mocha AE
This script is best used in conjunction with a script launcher like "Launch Pad" or "ft-Toolbar." Mocha AE can be annoying to launch. It install with after effects but can only be launched with the "Track with Mocha AE" command in the animation window. Meaning, to get mocha open, a layer needs to be selected. This is fine when going to track a layer, but if you want to open an earlier mocha save file, having this be the only way to get the application open is cumbersome, especially since it can't even be opened by double click on the save files. This script binds the launching of mocha to a single button press (when used with a launcher.)
Split to Precomps
Drag a layer into a comp and split its contents into the precomps beneath it. Requires the layer to be split be at index 1.
Download / Contribute
Visit https://github.com/vidjuheffex/ae.scripts to download the source, fork, contribute and more.


Snakes in a browser
11:45 AM - 12:10 PM on July 17, 2016, Room CR7Russell Keith-Magee
- Audience level:
- intermediate
Description
We all know that Python and Django can be used to write server-side software, but what about the client side? What about the browser? Can you use Python to power client-side interactions? Can you deploy Python logic (such as validation logic) on both the client and the server?
Abstract
Batavia is an open source project that implements a Python virtual machine in Javascript. This enables users to ship Python bytecode (i.e., PYC files) to a client, and have the client run them in a browser. Toga Web is an implementation of the Toga UI API that outputs a Django website. This enables you to develop web user interfaces in much the same way as you would build a traditional desktop or mobile UI. As Toga is powered by Batavia, you can build a rich client web app using only Python code - no Javascript or any other language is required.
In this talk, Russell Keith-Magee will walk you through the Batavia project, and how it is used, along with Django, to power Toga Web. You'll be taken on a dive through how Batavia works, and how it is able to deliver Python logic to a browser with very little overhead. The talk will conclude with a demonstration of Toga in action, and an exploration of what the future might hold if Batavia and Toga were developed further.


Login Form
Email
You can't Login without Email Address.
You can't Login with wrong Email Address pattern.
Password
You can't Login without Password.
There is no password in our database with this pattern. All passwords must contain at least one number, one lowercase and one uppercase character.
Login
Sign Up Now


Congrats ! You are in Gryffindor.
Traits: Brave, Couragous, Daring, Adventurous
Congrats ! You are in Ravenclaw.
Traits: Witty, Intuitive, Quick-thinking, Intelligent
Congrats ! You are in Slytherin!
Traits: Goal Oriented, Ambitious, Cunning, Resourceful
Congrats ! You are in Hufflepuff!
Traits: Loyal, Kind, Dependable, Genial
You fit into multiple houses!


Sign up to Gem4Me
Already have an account? Sign in!
Sponsor *
Username *
Email *
First Name *
Second Name *
Phone *
Country *
Password *
Fin Password *
Skype
Sign up


Commissioned to art direct the design of a new interior of a local restaurant and paint the large scale mural in the entrance.
Hired to art direct the design and paint a new mural for a local daycare.
Art directed and executed the drawing of a new logo for an excavator company.
Art created for T-shirt screen printing
Art created for T-shirt screen printing
Art created for T-shirt screen printing
Art created for event marketing
Slavens Tested Logo
Art created for T-shirt screen printing
More coming soon...


We're the best in our field, and it's all thanks to the incredible relationships we've formed with our clients. Unkike our competitors, we're invested in developing a personal connection with each and every one of our customers, by providing quality service and being available to you 24/7. Get in touch with us when you're ready to learn more: we can't wait to meet you!
Learn moreBrunch Restaurant, New Zealand Styles with a splash of Brazil.  Always seasonal and made with love.
Palmyra, nicknamed city of thousand columns , is a Syrian archaeological site located in the government of Syria . We want to give you a taste of our culinary Syrian cusine with real authentic dishes made by our experienced Syrian cook Ibrahim Shamoun
Restaurant Adam | PURE. HONEST. PASSION. For a night of culinary bliss Restaurant. Come in to our cosy restaurant on the Overtoom in the old part of Amsterdam West en let yourself be pampered.Airconditioning is placed in the restaurant to make it comfortable in the hot days of the year.
We guarantee your full satisfaction
Our phone support is always available to you
The best value for money
"The food was fresh, properly prepared and a great value for the price. We highly recommend it. The breakfast buffet on Sunday was equally as good."
"Hello. Please give our thanks to the Manager(s) and others for the wonderful room and bottle of sparkling wine for our Anniversary stay. We had an amazing time. The room was so comfortable, the food at Echo absolutely spectacular (we ate two meals there). Our waitress was just wonderful. Looking forward to staying with you in the future. What a great place!"
"Had dinner with girl friends. Menu is perfect, something for everyone. Service was awesome and Jason was very accommodating. Will be back definitely!"


The Java Platform Debugger Architecture (JPDA) consists of three interfaces designed for use by debuggers in development environments for desktop systems. The Java Virtual Machine Tools Interface (JVM TI) defines the services a VM must provide for debugging. The Java Debug Wire Protocol (JDWP) defines the format of information and requests transferred between the process being debugged and the debugger front end, which implements the Java Debug Interface (JDI). The Java Debug Interface defines information and requests at the user code level.
NOTE: JVMPI, the experimental Java Virtual Machine Profiling Interface has removed. It has been replaced by JVM TI.
JVMDI has been removed. It has been replaced by JVM TI.


Custom redirect urls django Apr 20, 2016 Example in this problem we need redirect the url http://localhost:8000/a/b/C/123/4/5/ to http://localhost:8000/abC12345 without / slash. 1. In your views.py from django.http import HttpResponse from django.views.generic.base import RedirectView from django.core.urlresolvers import reverse #Ref: http://stackoverflow.com/a/16627830/3445802 class UserRedirectView(RedirectView): permanent = False def get_redirect_url(self, pk): pk = ''.join(str(pk).split('/')) return reverse('pool_fix_page', kwargs={'pk': pk}) def pool_fix(request, pk): return HttpResponse("You're looking at question %s." % pk) 2. In your urls.py from django.conf.urls import url from . import views urlpatterns = [ # first view the pool to doing redirection url(r'^pool/(?P<pk>[0-9a-zA-Z\/]+)/$', views.UserRedirectView.as_view(), name='pool'), # allow decimal and words only. url(r'^pool/(?P<pk>[\d\w_]+)$', views.pool_fix, name='pool_fix_page'), ]


[attributes] --- label: March 2016 update of the WDPA layout: template-resource target_page: categories: - Updates & News is_published: true position: 12 [categories topics] wdpa [categories types] [file resource_file] [date_not_null published_date] 2016-03-01 00:00:00 UTC [text display_version_alert] 1 [wysiwyg content]
The total number of protected area records in the March 2016 release of the WDPA is 220,680 comprising of 201,728 polygons and 18,952 points.
Australia: Complete update of all national-level records. The WDPA includes a total of 10,897 protected area records for Australia. This dataset no longer contains point data and provides boundary information for each record..
European Environment Agency: (EEA) Common Database on Designated Areas (CDDA) – Complete update of 49 countries and territories with 4,114 polygons added and the total area covered increasing by ~134,000 km². Major changes include: the addition of 43,473 km² terrestrial protected area for Poland, 3,200 km² for France, 1,100 km² for Germany and 781 km² for Iceland. In the marine environment, the UK has added an additional 60,390 km² and Spain an additional 4,253 km².
Timor-Leste: Complete update, including the removal of one polygon and changes to a further 25 protected areas.
|
|
Polygon | Point | |||||||
|
|
|
Country | Update type | Added | Removed | Updated | Added | Removed | Updated |
|
|
|
Australia | Complete | 339 | 349 | 10,474 | 0 | 0 | 0 |
|
|
|
European Environment Agency | Complete | 4,114 | 1,424 | 89,187 | 0 | 0 | 0 |
|
|
|
South Africa | Partial | 0 | 0 | 248 | 0 | 0 | 0 |
|
|
|
Timor-Leste | Complete | 0 |
1 |
25 |
0 | 0 | 0 |
| Total | 4,453 | 1,774 | 99,934 | 0 | 0 | 0 |
Added:New feature added in the WDPA (ie. a new WDPAID was created)
Removed : Number of feature removed from the WDPA (ie. a WDPAID was removed from the database)
Updated : Modifications/updates of the geometry or some attributes of existing feature in the WDPA (ie. a feature with an existing WDPAID)
View this as a searchable table
The European Environment Agency update consists of:
The data set status is defined as either:
1) New data set received, 2) Under review by UNEP-WCMC, 3) Under validation by data provider or 4) Final approval stages.
| Data Set | Status |
| Brazil | Under validation by data provider |
| Mexico | Under validation by data provider |
| Saudi Arabia | Under validation by data provider |
| New Zealand | Final approval stages |
The use of the monthly release data is bound by the
Terms and Conditions of Use of the WDPA.


 Please do not give this sign any personal data- IT IS NOT SECURE I know enough but web security that this isn't a good example but I don't know enough to fix it. Do not use your password here anywhere else. Heck don't use your username here anywhere else. Do not give me your personal data I do not want it.
{% endblock %}


The default .gitignore
file generated by Android Studio’s “New Project” wizard keeps some local IDE configuration files in VCS tracking. Nowadays I tweak the .gitignore
file immediately after creating a new project, so as to avoid getting those files tracked.
But last week I opened one of my old projects and I hadn’t made those modifications to the .gitignore
back then, so it was tracking those files. I wanted git to stop tracking those files but still wanted to keep them in my file-system.
So I went searching how to do it and found the below method.
- Commit/Stash all your other changes
- Add that file to your
.gitignore
- Commit the
.gitignore
changes - Execute the command
git rm --cached <file>
(For each file that you want to remove from tracking) - Commit the removal of those files from VCS.
Word of caution: This will keep the files in your directory but the next time these changes are pulled on some other machine, the removed files will be deleted from that machine. So it is advised to make a copy of those files first before pulling and then pasting your copied files back.
Source: Stackoverflow
This was just a quick tip that I needed recently and thought of sharing. If you have any more such tips I would love to hear about them at this twitter thread. Feel free to contact me for anything else that you would like to talk about @varun_barad.


We are a call away.
Need us to stay in touch?
Enter your details below and we will get back to you. Do sign up to receive regular updates on deliveries!
Reach out to us at +91<PHONE_NUMBER>40
Shri Vidyadaan CHS Ltd, Sector 21, Kharghar, Navi Mumbai, Maharashtra 410210
Hiring
We are now hiring deliverers to pick up and drop clothes at houses across the town. Contact the number given above for details.
About
Laundry Service is an affordable and convenient way to manage your laundry from the comfort of your home. The owner, Mr. Kanojia, has been running this business since the past 17 years and thus understands the importance of customer loyalty and reasonable prices. They offer their services primarily in Kharghar, commonly in sectors 20 to 25.
Operating hours
7 am to 10 pm
Calling hours
7 am to 11 pm
Office
Shri Vidyadaan CHS Ltd, Sector 21, Kharghar, Navi Mumbai, Maharashtra 410210


TICKET NUMBER: 0362728 LOTTO NL. INTERNATIONAL PROMOTIONS/PRIZE AWARD DEPARTMENT RESULTS FOR CATEGORY "A" DRAWS Sir/Madam, Congratulations to you as we bring to your notice, the results of the Second Category draws of THE LOTT NL.PROMO INT. We are happy to inform you that you have emerged as a winner under the First Category, which is part of our promotional draws. The results of the draws have been officially announced .Participants were selected through a computer ballot system drawn from 2,500,000 email addresses of individuals and companies from Africa, America, Asia, Australia, Europe, Middle East, and Oceania as part of our International Promotions Program. Your email address, attached to ticket number 0362728,with serial number 990-4289 and lucky number P-065377-H?22/a7 consequently won in the First Category. You have therefore been awarded a lump sum pay out of 1,500,000 (One Million Five Hundred Thousand Euros), which is the winning payout for Category A winners. This is from a total cash prize of 15,000,000.00 (Fifteen Million Euros) shared amongst the first Ten (10) lucky winners in this category. In your best interest to avoid mix up of numbers and names of any kind, we request that you keep the entire details of your award strictly from public notice until the process of transferring your claims has been completed, and your funds remitted to your account. This is part of our security protocol to avoid double claiming or unscrupulous acts by participants/no participants of this program. Please contact our paying bank immediately for due processing and remittance of your prize money to a designated account of your choice: NOTE: For easy reference and identification, find below your Reference and Batch numbers. Remember to quote these numbers in your correspondence with your paying bank. Also give them the following information. NAME TELEPHONE NUMBER AND FAX AGE ADDRESS OCUPATION Number: NM/BC921245/KY14 BATCH No: NM/207161/WOP. CONGRATULATIONS!!! Your fund is now deposited with the paying Bank. To begin your claims, kindly contact the paying bank with the below information: *********************************************** Union Credit Bank Contact person: Mr. Jan Van Dijk International Remittance Officer E-mail<EMAIL_ADDRESS>Tel: +31 614 990 140 Fax: +31 847 570 900 *********************************************** NOTE: All claims are nullified after 10 working days from today if unclaimed Congratulations once again from all our staffs, and thank you for being part of our promotions program. Yours Sincerely, Mrs. Tonia Van Smith Online co-Coordinator


Scroll down to see the sticky effect.
In this example, the navigation bar is hidden on small screens and replaced by a button in the top right corner (try to re-size this window).
Only when the button is clicked, the navigation bar will be displayed.


48
1 This is a message about Moab. Yahweh, Commander of the angel armies, the God whom Israel worships, says,
"Terrible things will happen to the city of Nebo;
it will soon be ruined.
the city of Kiriathaim will be put to shame. It is taken!
The defended fortress will be ruined, and its people will become ashamed.
2 No one will boast about Moab again;
the enemies of Moab will plan to destroy the capital city, Heshbon.
They will say, 'Come, let us cause Moab to no longer be a nation.'

Others will wail on the road down to Horonaim.
They were so very sad because their town was completely destroyed.
6 Someone will say to them, 'Flee!
Hide in the desert!'
7 But you trusted that because you were rich and powerful, you would be safe;
so you will be captured.
Your god Chemosh and all his priests and officials
will be taken away to distant lands.
8 All the towns in Moab will be destroyed;
none of them will escape.
Towns in the valleys and on the plateau will all be destroyed,
because Yahweh has said that is what will happen.
9 Someone should help all the people in Moab to run away,
so that their land will be empty,
so that no one will live in it any longer."
10 May Yahweh punish anyone who will not eagerly do what he desires;
may he curse anyone who refrains from using his sword to kill the people in Moab.
11 The people of Moab have always felt secure;
they have never been exiled.
They are like wine that has been left undisturbed in a container for many days to give it good flavor,
so now it is smells good,
and it tastes good.
12 But Yahweh says that there will be a time when he will send enemies to attack them;
they will get rid of the people of Moab like people pour out wine on the ground
and then smash the wine jar.
13 Then the people of Moab will be ashamed of their god Chemosh that they had trusted in, because it did not help them,
like the Israelite people were ashamed because their gold statue of a calf was smashed at Bethel.
14 The soldiers of Moab previously said, "We are warriors;
we have fought bravely in battles!"
15 But now our King, who is called Yahweh, Commander of the angel armies, says that the country of Moab and all the towns in it will be destroyed.
Their fine young men will all be slaughtered.
16 Moab will very soon be destroyed.
They will soon experience disaster.
17 You people who live in nations near Moab,
who know that it is very famous,
should mourn for Moab,
and say, "Its glorious power is completely ended ."

Shout to the men and women who will be fleeing from Moab,
"What has happened there?"
20 They will reply,
"Moab is ruined and we are disgraced!"
So weep and wail .
Proclaim to Amon that Moab has been destroyed.
21 Yahweh is punishing the towns of Moab that are on the plateau:
Holon and Jahaz and Mephaath,
22 Dibon and Nebo and Beth Diblathaim,
23 Kiriathaim and Beth Gamul and Beth Meon,
24 Kerioth and Bozrah.
He is punishing cities that are near each other and towns that are far away from each other.
25 Yahweh says, "The power of Moab will be finished;
it is as though it will have a broken arm.
26 You people of Moab thought you were powerful enough to rebel against me, Yahweh;
so now I will cause you all to stagger like drunken people.

Although they were thieves, they were never caught .

Be like doves that make their nests in the entrances of caves."
29 We have all heard that the people of Moab are very proud;
they are extremely proud and conceited.
30 But Yahweh says, "I know about that,
but it is useless for them to boast
because it will accomplish nothing.
31 So now I will wail for Moab;
I will cry about all its people that they might receive help to survive.
I will moan for the men of the city of Kir Hareseth, the old capital of Moab.
32 You people of the city of Sibmah, you have many vineyards, and I will be sad when they are destroyed.
It is as though the branches of your vines extend across the Dead Sea to the city of Jazer, but the enemies of Moab will take your grapes and wine from you!
33 But no one will be joyful or happy in Moab now;
your fruit and grapes that ripen in the summer will soon be destroyed.
There will be no grape juice coming from the winepresses,
so there will be no wine.
People will not shout joyfully
as they tread on the grapes;
people will shout,
but they will not be shouting joyfully.
34 Instead, the sound of their wailing will rise from the city of Heshbon to the town of Elealeh and the village of Jahaz,
from the city of Zoar as far as the town of Horonaim Eglath Shelishiyah.
Even the water in the stream of Nimrim will be dried up.
35 I, Yahweh, say that I will get rid of the people who offer sacrifices on the hilltops,
thos who burn incense to their gods.
36 I moan for the people of Moab and Kir Hareseth
like someone playing a funeral song on a flute,
because all their wealth will disappear.
37 The men will shave their heads and their beards to show that they are mourning.
They all will slash their hands and wear rough cloth around their waists.
38 In every home and in the town plazas in Moab there will be people who are mourning,
because I will have destroyed Moab
like someone smashes an old jar that no one wants anymore.
39 Moab will be completely shattered with terror!
And you will hear the people wailing loudly!
They will be disgraced.
Moab will become a nation that people ridicule.
The people in nearby countries will be horrified about what has happened there.
40 This is what I, Yahweh, say:
'Look! Their enemies will be swooping down over Moab
like an eagle swoops down to seize an animal.
41 Its cities will be captured,
its fortresses will be seized.
Even their warriors will be afraid,
like a woman who is about to give birth.
42 Moab boasted against me, Yahweh,
so it will be destroyed.
43 I, Yahweh, say that you people of Moab will be terrified, and fall into pits and traps.
44 Those who are terrified and try to run away will fall into deep pits.

That will surely happen because I, Yahweh, have said it."
That is the end of what Jeremiah prophesied about Moab.


Marcus Rashford lifts the lid on handling fame and pressure as Man Utd superstar
Rashford admitted his life changed forever, after he came to the world's attention with two goals on his United debut back in February 2016
by David McDonnell, https://www.mirror.co.uk/authors/david-mcdonnell/Marcus Rashford has given a fascinating insight into his mindset and admitted he faces a constant battle to prove himself.
Manchester United and England striker Rashford is back to his best form this season, with seven goals in his last eight games for club and country.
But the 22-year-old admitted the biggest challenge, having made it to the highest level, is staying there and proving he is worthy of his place.
Rashford, who has scored 54 goals in 187 games for United and eight from 36 caps for England, said: “It’s a massive privilege.
“For me, I’ve been at United for many years and the amount of friends I’ve seen come and go is huge. It just makes you feel, as you say, privileged that you managed to get the opportunity.
“But once you get the opportunity, the hardest thing is staying there. So that’s the challenge.
“For me, at Manchester United, they develop you to a stage where you don’t necessarily feel the pressure. It’s more just something that you have to live up to.
“But because you’ve been there for so long, they try to instil it into you to try to live up to the expectations of Manchester United – which, of course, are very high.
“Naturally, if you do live up to the expectations, you don’t have to deal with any pressure. So that’s the way I think about it.”
Rashford admitted his life changed forever, after he came to the world's attention with two goals on his United debut back in February 2016.
“The first couple of games that you play, it can be tough, when you go back home or when you go to the shop,” said Rashford.
“A simple thing like going to the shop to buy something – it used to take you two or five minutes, but now is like a 30-minute trip to go and get something.
“So little things like that. You just get used to it, you become accustomed to it.”
Rashford also revealed how he copes with difficult times like losing games and loss of form, claiming he tries to maintain the same mindset all the time.
“I just try to maintain a level head,” Rashford told Inside United.
“You know, whether you win or you lose, if you try to keep the same sort of feeling and a level head, it tends to help you best.
Rashford also said the thrill of scoring never lessens. “It’s a huge feeling,” he said.
“It’s always slightly different, but you always get a tremendous rush of blood. It’s always something special. It’s hard to forget those moments.”


Our team of qualified accountants and financial consultants can help your business at any stage of it's growth.
Hans is the founder of Almende Investments. Almende Investments has a portfolio of a dozen ICT companies with two exits in the last years.
Jan Kraaijeveld is program director of the Intelligent Things Fund and senior consultant at Almende and Almende Investments.


Akan names are derived from Ghanian culture. Frequently in Ghana, children are given their first name as a 'day name' which corresponds to the day in the week they were born. Here are Ghanian day names.
A typical example of people have these names include of Ghanian Diplomat Kofi Annan and President Kwame Nkurumma.


Paste the URL of your ESPN or Yahoo "My Team" page
Annotations
All Websites
Removes annotations from all pages, and removes the hovercard. Turns the extension into search only.
Enabled
Disabled
League and Roster Pages
Show Annontations on your league and roster pages
Enabled
Disabled
Inline Availability
Show availability next to name.
Enabled
Disabled
Popup
Trigger:
Position:
URL Blacklist
The terms below will prevent the plugin from running on certain pages. If a term is found within the page's URL, the plugin will not work on that page.


Cakewalk Instrument Definition Files: General Facts
Instrument Definition Files for the Sequencer Software Cakewalk/Sonar http://www.cakewalk.com are well structured text-files to get the names of voice-banks, patches, notes, drum-banks, drums, controller-events, RPN and NRPN for MIDI-Synthesizer and Keyboards. There are a lot of instrument definitions available in the internet.
HP MIDIFILE offers functions to get the texts of names by the numbers used in MIDI events. The first action is to load a Cakewalk Instrument Definition file (extension .ins) with HP_CWInsLoad(...). Then we are able with HP_GetDefs(...) to get a list of all MIDI-Instruments supported with the file. With HP_CWInsSetDef(...) we select an instrument now. After this the functions HP_CWInsGet...Name deliver the names of the objects.


{% if account_verification_in_progress %}
{% if user_profile.account_blocked %}
Our agents failed to verify the details you provided .
You will need to check the details you provided and re-submit them.
If you believe this is an error please send an email to {{APP_EMAILS.support}} Click here to Update the details you provided
{%else%}
We have received your personal details and Identification Document.
Our agents are verifying the details you provided.
You will receive an email and sms once this has been done. You can also click here to update the details you provided
{%endif%}
{% include 'uploadidform.html' %}
{%endif%}
{% if provide_userdetails_form or upload_id_form %}
Thank you for signing up with Remit, your account is getting veififed.
You will be able to start sending money once verification is completed.
{%endif %}
{% if downtime %}
Unfortunately we are not able to process any transactions at this time
We are having downtime with our mobile money service
Our engineers are working on it and we should be back up shortly
You can follow our progress on this issue on Twitter and on Facebook


Input username
Email is incorrect
Old Password must consist from min 6 symbols
New Password must consist from min 6 symbols
Passwords are not comparing


Operators:
Valid Time:
*Select an operator and drag the blue bars to create your selected time range*
System Time:
Choose a Temporal Collection:
No documents displaying
cts:query
Start Time:
End Time:


The file
treadmill/treadmill.js
provides a few hooks to easily run JSLint
(JSLint.com)
and Simpletest on your toolpack.
To build an interactive test suite simply create an html document within
your toolpack that will run your tests. The file
treadmill/treadmill.js
should be included in your testrunner html document with
<script src="../treadmill/treadmill.js"...>
or
<script
src="chrome://kixx/content/packs/treadmill/treadmill.js"...>
Your test runner html document must have a container
(<div>
)
with the id attribute set to
id="treadmill"
where the results of the JSLint scans and Simpletest output will be
displayed.
Important!:
treadmill.js
injects the
require()
function into the global namespace of the testrunner html document, enabling
use of the JavaScript module system within Kixx.
Source Documentation
see the sourcevar TestSuite = require("simpletest/testrunner_1").TestSuite; var suite = new TestSuite("My Tests", TREADMILL.testOutputFormatter);
require("simpletest/testrunner_1").TestSuite
constructor.
- Parameters:
- {string} aName
- The name of the test group
- {object[]} aTests
- A list of objects with the following members:
{function} test The test function (will be passed the test object)
{integer} time The time limit for the test before it times out in milliseconds - {function} aCallback
- Will be called when the test suite is done running.
<script src="chrome://kixx/content/packs/jslint/fulljslint.js"
></script>
- Parameters:
- {string} aFile
- The location of the file using the same annotation
as
require()
.


Priyanka Chopra Gets Bashed for Wearing Mask in New Delhi Amid Worsening Air Pollution
New Delhi (Sputnik): Indian-American Actor Priyanka Copra Jonas is in the Indian capital to shoot her next film The White Tiger.
Priyanka Chopra Jonas shared a picture of her wearing a mask on Sunday and wrote in an Instagram post: “Shoot days for #thewhitetiger. It’s so hard to shoot here right now that I can’t even imagine what it must be like to live here under these conditions. We r blessed with air purifiers and masks. Pray for the homeless. Be safe everyone.”
However, her post did not go well with some netizens who started calling her out for her ‘hypocrisy’.
Many trollers took a sarcastic dig at the actress and asked her where her air pollution concerns where when she was clicked smoking cigarette during a vacation in Miami. She has previously been mocked for smoking while being the campaigner for asthma awareness in India.
But some of her fans were happy to see Priyanka in Delhi. As one fan wrote on her Instagram post with 137,000 likes: "How do you still look amazing with half of your face covered??" Another one wrote: "Please take care of yourself too."
The Netflix film The White Tiger is based on Aravind Adiga’s Man Booker Prize-winning novel of the same name. The movie stars Rajkummar Rao, Priyanka Chopra Jonas and Adarsh Gourav. American filmmaker Ramin Bahrani is writing and directing the film.


JavaScript is disabled on your browser.
Skip navigation links
Overview
Package
Class
Use
Tree
Deprecated
Index
Help
Prev Letter
Next Letter
Frames
No Frames
All Classes
A
B
C
D
E
F
G
H
I
L
M
N
O
P
Q
R
S
T
U
V
W
Z
_
_
_bounds
- Variable in class org.ngi.
Element
_desc
- Variable in class org.ngi.
Element
_fileHandler
- Variable in class org.ngi.menus.actions.file.
FileMenuAction
_id
- Variable in class org.ngi.
Element
_inAlpha
- Variable in class org.ngi.nodes.modeling.
Color
_inArgA
- Variable in class org.ngi.nodes.math.
BaseFunction
_inArgB
- Variable in class org.ngi.nodes.math.
BaseFunction
_inChamfer
- Variable in class org.ngi.nodes.modeling.offsets.
OffsetLinear
_inClr
- Variable in class org.ngi.nodes.modeling.
Color
_inDist
- Variable in class org.ngi.nodes.modeling.offsets.
OffsetLinear
_inExp
- Variable in class org.ngi.nodes.conditionals.logical.
Not
_inExpTest
- Variable in class org.ngi.nodes.conditionals.
If
_inExpTest
- Variable in class org.ngi.nodes.conditionals.
TernaryIf
_inExpX
- Variable in class org.ngi.nodes.transform.
BaseXYZTransform
_inExpY
- Variable in class org.ngi.nodes.transform.
BaseXYZTransform
_inExpZ
- Variable in class org.ngi.nodes.transform.
BaseXYZTransform
_inOpp
- Variable in class org.ngi.nodes.modeling.
Color
_inOpp
- Variable in class org.ngi.nodes.modeling.offsets.
OffsetLinear
_inOpp
- Variable in class org.ngi.nodes.modeling.offsets.
OffsetRounded
_inOpp
- Variable in class org.ngi.nodes.transform.
BaseVectorTransform
_inOpp
- Variable in class org.ngi.nodes.transform.
BaseXYZTransform
_inRad
- Variable in class org.ngi.nodes.modeling.offsets.
OffsetRounded
_inThenExp
- Variable in class org.ngi.nodes.conditionals.
TernaryIf
_inThenOpp
- Variable in class org.ngi.nodes.conditionals.
If
_inVec
- Variable in class org.ngi.nodes.transform.
BaseVectorTransform
_max_x
- Variable in class org.ngi.
Bounds
_max_y
- Variable in class org.ngi.
Bounds
_min_x
- Variable in class org.ngi.
Bounds
_min_y
- Variable in class org.ngi.
Bounds
_name
- Variable in class org.ngi.
Element
_nodeGraph
- Variable in class org.ngi.menus.actions.
AddNodeMenuAction
_nodeGraph
- Variable in class org.ngi.menus.actions.
AddOptionalInputAction
_nodeGraph
- Variable in class org.ngi.menus.actions.
DeleteConnectionAction
_nodeGraph
- Variable in class org.ngi.menus.actions.
DeleteOptionalInputAction
_nodeGraph
- Variable in class org.ngi.menus.actions.
DuplicateNodeAction
_nodeGraph
- Variable in class org.ngi.menus.actions.
RenameNodeAction
_nodeGraph
- Variable in class org.ngi.menus.actions.
SetStaticValueAction
_type
- Variable in class org.ngi.menus.actions.
AddNodeMenuAction
A
B
C
D
E
F
G
H
I
L
M
N
O
P
Q
R
S
T
U
V
W
Z
_
Skip navigation links
Overview
Package
Class
Use
Tree
Deprecated
Index
Help
Prev Letter
Next Letter
Frames
No Frames
All Classes


Art has always been one of my strongest passions, so here I am now! I am currently studying Interdisciplinary Computing and the Arts (with a minor in Computer Science) at the University of California, San Diego.
I am fluent in traditional art (as in drawing, painting, etc.), but I am currently expanding my skill set towards technological areas (such as programming and 3D modeling). It’s a continuous growth of creativity and exploration of the endless possibilities of art. Find out the specifics of my drive by peeking at my artist statement and discover the types of work I do by navigating the "Projects" down below and my online art portfolio! Ideally, at the end of the day, I am just aiming to reach out to someone with my work.
|
FitKit
FitKit is an all-in-one health application developed for the Android platform utilizing Android Studio and Parse. It is an app that keeps track of the user's basic health profile, BMI, and daily calories. Using this information, it provides tips on how to work towards a better and healthier lifestyle.
| |
|
Draw On Kim
This project began from a silly midterm project. I was just familiarizing myself with Android Studio, an development tool, and started off with a tutorial for a drawing app. But seeing as that wasn’t unique and being limited on time, Kim Kardashian somehow made an appearance and became the spotlight of my app. The concept of “Draw On Kim” definitely evolved after in-class critiques and I ended up added more functions to the app to make it more complete. Users now have a lot more choices- such as the ability to choose different Kim’s to draw on, and the addition of the Kanye face stamp which allows Kanye to assert his presence with Kim (like how it is in real life).
|


The major scale is just a group of notes that follow a special pattern - one that humans happen to really love. In fact, we love these notes so much that the vast majority of the songs you hear on the radio are built using just these seven notes played in a unique sequence. Doesn’t that seem remarkable?
One set of these notes corresponds to the white keys on the piano. To hear them, click the play button.
Before you criticize this particular ordering of notes as uninteresting and not very musical, know that listening to them in this order is the equivalent of looking at an I-beam sitting on a construction site. However, when re-ordered, these seven notes can create almost every song you know and love. In other words, the white keys of the piano are all you need. Let’s listen to a few:
To be clear, there is nothing special about these specific songs that makes this possible; they were chosen simply because they are iconic and recognizable.
The first note in the scale we just showed you happened to be C, but a major scale can actually be played starting from any note on the piano. Other major scales make use of the black keys, but they all sound basically the same, and any one of them can play all the songs you just heard.
The fact that a major scale can start on any note is the reason songs are said to be written in a “key” like C or F or G - the key indicates the starting note of the scale that the song uses. For example, every song in the medley you just heard used the notes from the C major scale (since the starting note of the scale was C), so they are said to be played in the key of C. The original recordings of these songs don’t all use this particular major scale, but I bet you couldn’t tell and didn’t care; you still heard each song just as you remembered it.
The fact that a major scale can start on any note is convenient for singers because it allows them to sing songs in the key that is most comfortable for their vocal range, but it makes trying to understand music a real mess. Consider two frequently used major scales: C major and D major:
Notice that the note D shows up in both scales. The note D, however, is in a different position in each scale: it’s the second note in the C major scale and the first note in the D major scale.
This is important because the way a note is used in a song is determined by its position in the scale rather than its letter name. D plays a completely different role in a song written in C major than a song written in D major.
Trying to understand a song by looking at just the names of the notes it contains isn’t very useful because it ignores this fundamental fact. Fortunately, there is a simple solution that makes understanding the structure of a melody and comparing different songs straightforward.


My Fall 2022 Design project was to develop the Central Flight Computer for our 2023 competition rocket, Ursa Major. This rocket will be launched at the Spaceport America Cup in the 10,000 foot target apogee division. For my project, I developed a PCB using Altium design software that integrates the RP2040 chip with peripherals including an SD card, flash memory, a LoRa radio module, and pin headers to allow it to interface with other electrical systems. This board will run the central flight code loop that will trigger mission critical events during flight based off of sensor data.
I started the process by creating schematics based upon the datasheets for each of the components. I them created the PCB design, and routed all of the connections. Finally, I ran design review checks and simulations to ensure intended functionality, and ordered the board for fabrication.
To learn more about this project, read the technical report!


Understanding Output¶
Particle Worldline Data¶
Some of the most important data are the files containing the position, density, etc. of the tracked particles at each moment in time. We typically find the worldlines for 10^5 particles. These data have filenames like ptracks_*.hdf5.
Description of keys¶
ID
is particle ID.ChildID
is particle Child ID.PType
is particle type (usually an integer).Den
is baryonic number density in cgs.M
is mass in solar masses.P
is position in physical kpc.SFR
is star formation rate in solar masses/year.T
is temperature in kelvin.V
is velocity in peculiar km/s.Z
is metal mass fraction in solar units (using Z_sun = 0.02).redshift
is, well, redshift.snum
is snapshot number.parameters
are the parameters the pathfinding was done with.
Galaxy IDs Data¶
These data contain information about what galaxies and halos the tracked particles are associated with. These data have filenames like galids_*.hdf5.
Description of keys¶
Some data may not contain all these keys if the creator of the data decided not to generate them.
gal_id
is the ID of the galaxy this particle is associated with, at each time. This is defined as the ID of the _least_ massive galaxy that contains the particle within its characteristic radius. The default characteristic radius is five times the stellar half-mass radius. By choosing the least massive galaxy, we preferentially associate particles with satellites. As of right now, the galaxy ID itself is the same as the instantaneous ID (i.e. not merger tree ID) of the host halo. A value of -2 means the particle is not associated with any galaxy.mt_gal_id
is the merger tree ID of the galaxy this particle is associated with, at each time. This is defined as the ID of the _most_ massive galaxy that contains the particle within its characteristic radius. Not all galaxies are tracked by the merger tree, so by choosing the most massive galaxy we are more likely to choose the central galaxy in the simulation. As of right now, the galaxy ID itself is the same as the merger tree ID of the host halo. A value of -2 means the particle is not associated with any galaxy.host_halo_id
is the halo ID of the host halo the particle is part of.d_gal
is the distance to the center of the closest galaxy, in proper kpc.d_gal_scaled
is the distance to the center of the closest galaxy, after scaling by the stellar half-mass radius. Note: if the characteristic radius is not a multiple of the stellar half-mass radius, but some other length scale, then d_gal_scaled will be scaled by that length scale instead.d_other_gal
is the same asd_gal
, but only for galaxies other than the simulation’s central galaxy.d_other_gal_scaled
is the equivalent ofd_gal_scaled
but ford_other_gal
.
Events Data¶
These are derived data products, created by post-processing the particle worldlines and galaxy IDs.
Description of Keys¶
is_in_main_gal
is a boolean array used to identify particles in the simulation’s main galaxy.gal_event_id
(n_particles, n_snap-1) is an identifier used when particles leave or enter the main galaxy. A value of 1 (-1) means the particle has just entered (left) the main galaxy, as defined byis_in_main_gal[:,0:n_snap-1] - is_in_main_gal[:,1:n_snap]
. A value of 0 indicates no change.
Very Basic Analysis Examples¶
Load the particle tracks data.
import h5py
f = h5py.File( 'path_to_data/ptracks_example.hdf5', 'r' )
Get the IDs of all the particles that were tracked.
f['ID'][...]
Get the snapshots used when compiling the data.
f['snum'][...]
Get the density of particle with index 10 at every snapshot.
f['Den'][...][10]
Get the density of all particles at the latest snapshot.
f['Den'][...][:,0]
Get the parameters the particle tracking was done with.
for key in f['parameters'].attrs.keys():
print '{} = {}'.format( key, f['parameters'].attrs[key] )
The versions of the code that the pathfinding was run with, along with relevant cosmological constants, are stored in the .hdf5 attributes.
f.attrs.keys()


On average we touch our face 23 times an hour. A tool that reminds you when you are touching your face, helping you modify your behavior. An experiment to avoid the spread COVID-19.
Preparing the machine. Please allow camera access
To exit simply close the browser window.
A machine-learning algorithm was taught what people touching their faces & not touching their faces looks like.

The machine is taught to recognize people who are sitting down at their desks. Which is it's intended context of use. If you plan to stand up or lie down on your bed it won't work as well. Read more about the design process.
The algorithm runs locally on the browser. Once the machine learning model is downloaded your data never leaves your browser.
Video feedback has been turned off as the application is intended to run passively like a browser extension to save computational load. To have a peek behind the curtain try out a version with video feedback.
CDC & other medical organizations recommend not touching face as one way to avoid contracting COVID-19. Touching face is an involuntary action we do a lot without even being aware of it. Read more about it below:
Simply stopping to touch our faces won't stop the spread of the virus. Follow guidelines setup by medical professionals & be responsible.
Made by Atharva Patil


public class EntitySystem
extends java.util.Observable
| Constructor and Description |
|---|
EntitySystem(EntityActionSequence playerSequence,
EntityActionSequence aiSequence)
Constructor for objects of class EntitySystem
|
| Modifier and Type | Method and Description |
|---|---|
java.lang.String |
getEnemyDirection()
getter for the ai's robot direction
|
EntityType[][] |
getEntityTypeBoard()
getter for the board
|
java.lang.String |
getPlayerDirection()
getter for the player's robot direction
|
int |
getPlayerScore()
getter for player's current score
|
int |
getRound()
getter for current round
|
boolean |
hasComputerWon() |
boolean |
hasGameEnded()
getter for if the game has ended
|
boolean |
hasPlayerWon()
getter for if player has won
|
void |
resetBoard(EntityActionSequence playerSequence,
EntityActionSequence aiSequence)
reset the board with the given playersequence and aisequence
|
void |
resetRound(EntityActionSequence playerSequence,
EntityActionSequence aiSequence)
reset the entire game
|
void |
resetRound(EntityActionSequence playerSequence,
EntityActionSequence aiSequence,
int playerScore,
int round)
reset the entire game with the given playerscore and round
|
void |
roundEnd()
called when the round has ended
|
void |
setRound(int round)
setter for the current round
|
void |
setScore(int score)
setter for the current score
|
void |
tick()
each tick will let every entity of the board do its thing each time
|
public EntitySystem(EntityActionSequence playerSequence, EntityActionSequence aiSequence)
EntityActionSequence
- player's action sequenceEntityActionSequence
- computer's action sequencepublic void resetBoard(EntityActionSequence playerSequence, EntityActionSequence aiSequence)
EntityActionSequence
- player's action sequenceEntityActionSequence
- computer's action sequencepublic void resetRound(EntityActionSequence playerSequence, EntityActionSequence aiSequence)
EntityActionSequence
- player's action sequenceEntityActionSequence
- computer's action sequencepublic void resetRound(EntityActionSequence playerSequence, EntityActionSequence aiSequence, int playerScore, int round)
EntityActionSequence
- player's action sequenceEntityActionSequence
- computer's action sequenceinteger
- of player's scoreinteger
- of the current's roundpublic void tick()
public void roundEnd()
public java.lang.String getPlayerDirection()
public java.lang.String getEnemyDirection()
public int getPlayerScore()
public int getRound()
public boolean hasGameEnded()
public boolean hasPlayerWon()
public boolean hasComputerWon()
public EntityType[][] getEntityTypeBoard()
public void setRound(int round)
integer
- of the roundpublic void setScore(int score)
integer
- of the score


Developer Designer Illustrator
Find Out MoreStorytelling is essential to taking your brand to the next level across all media. Self-motivated and thrive off of challenges that let me flex my creativity while staying on top of the latest changes in technology.
Let your story be heard!
User Research is the most important first stage
Designing for storytelling, accessibility and functionality
Continuing User Testing to get the results you need
Help promote your product through digital channels
Give me a call or email me and I will get back to you.
203-709-1973


In general, there are many ways to express the same linear relationship
between variables. clp(Q,R) does not care to distinguish between
them, but the user might.  Suppose that instead of B, you want
Mp to be the defined variable:
clp(r) ?- mg(P,12,0.01,B,Mp). {B=1.1268250301319698*P-12.682503013196973*Mp}
This is achieved with:
clp(r) ?- mg(P,12,0.01,B,Mp), ordering([Mp]). {Mp= -0.0788487886783417*B+0.08884878867834171*P}
One could go one step further and require P to appear before (to the left of) B in an addition:
clp(r) ?- mg(P,12,0.01,B,Mp), ordering([Mp,P]). {Mp=0.08884878867834171*P-0.0788487886783417*B}
Spec in ordering(
+Spec)
is either a list of
variables with the intended ordering, or of the form
A<
B. The latter form means that A goes to the
left of B. In fact, ordering([A,B,C,D])
is shorthand for:
ordering(A < B), ordering(A < C), ordering(A < D), ordering(B < C), ordering(B < D), ordering(C < D)
The ordering specification only affects the final presentation of the
constraints. For all other operations of clp(Q,R), the ordering is immaterial.
Note that ordering/1
acts like a constraint: you can put it anywhere
in the computation, and you can submit multiple specifications.
clp(r) ?- ordering(B < Mp), mg(P,12,0.01,B,Mp). {B= -12.682503013196973*Mp+1.1268250301319698*P} clp(r) ?- ordering(B < Mp), mg(P,12,0.01,B,Mp), ordering(P < Mp). {P=0.8874492252651537*B+11.255077473484631*Mp}


Porto feeling Rangers heat as Sergio Conceicao reveals 'an environment of distrust' from fans
The Portuguese giants scraped past Aves last night.
by Mark WalkerPorto head to Ibrox under immense pressure as coach Sergio Conceicao admits there's "an environment of distrust" surrounding the club.
The Portuguese giants warmed up for their Europa League clash with Rangers by beating Aves 1-0 on Sunday night but fans were not impressed with the performance.
Aves are bottom of the Primeira Liga and Porto supporters whistled the team in the course of the narrow win.
Conceicao said: "This is an environment of distrust surrounding the club at the moment and it is not good for the players.
"I want to say to the fans that they have always been our 12th man since I've been here and I want that to return again.
"There will be days where it doesn't go for you and the fans have to understand that. But we need to stick together, me, the players and the supporters.
"The important thing was the result - people remember results, not performances. Of course we wanted to play better and create momentum, but we have probably created around 20 chances in our last three games. We have to credit the opposition too.
"We will now focus on the Rangers game. I have no comment on whether we will rotate. No coach in the world would tell you that many days before the game."


| Tech Consulting | Intersection | My Skills |
|---|---|---|
|
Working with People Communication Build Relationships Business Acumen Leaderships Skills Critical Thinking |
Working with teams Written communication Critical Thinking Leadership Problem Solving |
Computational Thinking Quantitative Analysis Marketing |


|
TSGL
A thread-safe graphics library
|
An abstract database protecting a vector of data. More...
#include <Lock.h>
Public Member Functions | |
| Lock () | |
| Default constructor for the Lock class. More... | |
| Lock (RWDatabase< tsgl::Rectangle *> *data) | |
| Explicit constructor for the Lock class. More... | |
| virtual void | readLock ()=0 |
| virtual void | readUnlock ()=0 |
| virtual void | writeLock ()=0 |
| virtual void | writeUnlock ()=0 |
Protected Attributes | |
| int | activeWriters |
| int | activeReaders |
| int | waitingWriters |
| int | waitingReaders |
| pthread_mutex_t | lock |
| pthread_cond_t | okToRead |
| pthread_cond_t | okToWrite |
| RWDatabase< tsgl::Rectangle * > * | data |
An abstract database protecting a vector of data.
Database has its locks
Locking methods must be implemented in subclass, giving priority to different types of threads.
| Lock::Lock | ( | ) |
| Lock::Lock | ( | RWDatabase< tsgl::Rectangle *> * | database | ) |


Chapter 9 Be a champion for open science
in development…
9.1 Objectives and Resources
To provide resources for you to promote good practices for open and reproducible science in your communities and institutions.
9.2 Three messages
If there are 3 things to communicate to others after this workshop, I think they would be:
1. Data science is a discipline that can improve your analyses
- There are concepts, theory, and tools for thinking about and working with data.
- Your study system is not unique when it comes to data, and accepting this will speed up your analyses.
This helps your science:
- Think deliberately about data: when you distinguish data questions from research questions, you’ll learn how and who to ask for help
- Save heartache: you don’t have to reinvent the wheel
- Save time: when you expect there’s a better way to do what you are doing, you’ll find the solution faster. Focus on the science.
2. Open data science tools exist
- Data science tools that enable open science are game-changing for analysis, collaboration and communication.
- Open science is “the concept of transparency at all stages of the research process, coupled with free and open access to data, code, and papers” (Hampton et al. 2015))
This helps your science:
- Have confidence in your analyses from this traceable, reusable record
- Save time through automation, thinking ahead of your immediate task, reduced bookkeeping, and collaboration
- Take advantage of convenient access: working openly online is like having an extended memory
3. Learn these tools with collaborators and community (redefined):
- Your most important collaborator is Future You.
- Community should also be beyond the colleagues in your field.
- Learn from, with, and for others.
This helps your science:
- If you learn to talk about your data, you’ll find solutions faster.
- Build confidence: these skills are transferable beyond your science.
- Be empathetic and inclusive and build a network of allies
9.3 Build community
Join existing communities locally and online, and start local chapters with friends!
Some ideas:
- Mozilla Study Groups Example: Eco-data-science. Also see (Steven et al. 2018)
- RLadies. Example: RLadies Santa Barbara
These meetups can be for skill-sharing, showcasing how people work, or building community so you can troubleshoot together. They can be an informal “hacky hour” at a cafe or pub!


5 references to WriteMessage
System.Management.Automation (5)
engine\remoting\client\Job2.cs (2)
2096
_tracer.
WriteMessage
("No events subscribed, skipping event unregistrations");
2106
_tracer.
WriteMessage
("Setting event manager to null");
engine\remoting\fanin\OutOfProcTransportManager.cs (1)
672
_tracer.
WriteMessage
("key does not exist to remove from cmdTransportManagers");
engine\remoting\server\OutOfProcServerMediator.cs (2)
228
tracer.
WriteMessage
("BEGIN calling close on session transport manager");
254
tracer.
WriteMessage
("END calling close on session transport manager");


Name: Yordan Dimitrov Vasilev
Birthday - 09th of August 1987
Occupation - unemployed
area of occupation - booking


{% extends "base.html" %} {% block title %}
Medieval catalogues > CARTHUSIANS > London > Loans to Mountgrace, 1519/20
{% endif %}3 identified entries found.
All data was derived from the List of Identifications by Professor Richard Sharpe.
{% if not printing %}
A key to codes used in the List is available (opens in new tab).{% endif %}


『游戏资料』
『任务攻略』
New, Improved !
Since patch 1.10 the Valkyrie can use Critical Strike, Dodge, Avoid, and Evade. In fact she gains those skills from your Amazon, meaning all the points you spend in those skills will work for the Valkyrie.
The mana cost has been reduced to about 40 percent of what it was in v1.09. A level 20 Valkyrie now costs 43 mana instead of 101.
The Valkyrie gains different pieces of Rare and Magic equipment based on her skill level. The items come with random bonuses, so every time you cast the Valkyrie the bonuses on her items will be randomly chosen.
The Valkyrie can appear in different colors, depending on what bonuses were spawned on her armor.
New, Improved !
Since patch 1.10 the Valkyrie can use Critical Strike, Dodge, Avoid, and Evade. In fact she gains those skills from your Amazon, meaning all the points you spend in those skills will work for the Valkyrie.
The mana cost has been reduced to about 40 percent of what it was in v1.09. A level 20 Valkyrie now costs 43 mana instead of 101.
The Valkyrie gains different pieces of Rare and Magic equipment based on her skill level. The items come with random bonuses, so every time you cast the Valkyrie the bonuses on her items will be randomly chosen.
The Valkyrie can appear in different colors, depending on what bonuses were spawned on her armor.


Top cleric warns of chaos amid worsening crisis in Iraq
Forty protesters were shot dead by security forces in Baghdad and the southern cities of Najaf and Nasiriya on Thursday.
A leading cleric in Iraq has warned of civil war after a deadly day of violence in which security forces shot dead 40 people in the capital and the southern provinces.
The country’s top Shiite cleric called on politicians to “reconsider” their support for the current government.
Grand Ayatollah Ali al-Sistani said the parliament that voted for the government of Prime Minister Adil Abdul-Mahdi is “invited to reconsider its choices in that regard”, in his weekly Friday sermon delivered in the holy city of Najaf.
Forty protesters were shot dead by security forces in Baghdad and the southern cities of Najaf and Nasiriya on Thursday, one day after the burning of an Iranian consulate.


System Architect Symbol details for "Temporal Resource For Activity"
Actual Resource For Activity (Class)
- Description:
"Resource For Activity" using a specific identified "Resource Held".
ARA/Temporality (Generalization Node)
- Base Class:
"Actual Resource For Activity"
- Definitions Used:
-
Actual Resource For Activity (Class)
Physical Resource For Activity (Class)
- Description:
"Resource For Activity" using a specific "Physical Resource".
source (Association)
- From Class:
"Temporal Resource Act"
- To Class:
"Temporal Resource For Activity"
- From Class:
"Temporal Resource Act"
- To Class:
"Temporal Resource For Activity"
Temporal Resource Act (Class)
- Description:
"Activity" making a "Temporal Resource" available for a specified period.
- Comment:
-
Examples include:
Staff roster
Room schedule
Operating theatre session list.
Temporal Resource For Activity (Class)
- Description:
"Actual Resource For Activity" using a specific "Temporal Resource".


{% extends 'layout.html' %} {% block content %}
Get and visualize some bike-sharing Open Data.
Developed and hosted by the Oslandia team!
Get some stats about shared-bike usage: availability timeseries, station clusters, etc.
Retrieve the data and the analysis with a simple Web API. Get some data in JSON or GeoJSON.


Welcome to the hashban.js demo. To see the demo in action, click one of the links above.
If you're using Google Chrome, you'll need to be viewing this on an actual webserver, and not via file:// due to Access-Control-Allow-Origin issues. To create a simple webserver with python, serving the demo at localhost:8000, use:
> cd hashban.js/demo > python -m SimpleHTTPServer


Our Team Roster
NAME
Role: Manager
Employee ID: ID
Email: Email
Office Number: NUMBER
Intern
School: School


A simple calendar app for scheduling your work day
It is currently on .
| Hour | Task | Save |
|---|---|---|
| 9:00 AM - 10:00 AM | ||
| 10:00 AM - 11:00 AM | ||
| 11:00 AM - 12:00 PM | ||
| 12:00 PM - 1:00 PM | ||
| 1:00 PM - 2:00 PM | ||
| 2:00 PM - 3:00 PM | ||
| 3:00 PM - 4:00 PM | ||
| 4:00 PM - 5:OO PM | ||
| 5:00 PM - 6:00 PM |


Kogi, Bayelsa Elections Get Underway Amidst Reported Cases Of Violence
Former President, Goodluck Jonathan, was disappointment over the late arrival of election materials to his polling unit in Otuoke, Ogbia Local Government Area.
by SaharaReporters, New YorkThe governorship elections in Kogi and Bayelsa states have commenced despite initial hiccups that resulted in the late distribution of voting materials in some local government areas in both places.
In Kogi, voters turned out in large numbers to exercise their civic right as the process began on Saturday morning.
At Ayetoro ward 1 unit 004 where Senator Dino Melaye voted, hoodlums in two Hilux vans a Honda vehicle shot sporadically and snatched ballot boxes in the process.
A young man was said to have been shot in the leg by the hoodlums.
Meanwhile, in Bayelsa State, voters were left frustrated following the late arrival of election materials.
Former President, Goodluck Jonathan, was disappointment over the late arrival of election materials to his polling unit in Otuoke, Ogbia Local Government Area.
After stepping out of his house at 8:30am to cast his vote, Jonathan was shocked to find no officials of the Independent National Electoral Commission at the place.
However, voting has since commenced in many parts of both states.