Press n or j to go to the next uncovered block, b, p or k for the previous block.
| File | Statements | Branches | Functions | Lines | |||||
|---|---|---|---|---|---|---|---|---|---|
| AuthorizationClient.js |
|
84.32% | 285/338 | 66.82% | 149/223 | 91.67% | 33/36 | 85.67% | 275/321 |
| ContentObjectVerification.js |
|
0% | 0/99 | 0% | 0/37 | 0% | 0/14 | 0% | 0/94 |
| Crypto.js |
|
66.67% | 76/114 | 50% | 9/18 | 70.37% | 19/27 | 66.97% | 73/109 |
| ElvClient.js |
|
55.42% | 92/166 | 33.33% | 22/66 | 56% | 14/25 | 55.56% | 90/162 |
| ElvWallet.js |
|
92.31% | 24/26 | 75% | 9/12 | 100% | 9/9 | 92.31% | 24/26 |
| EthClient.js |
|
79.17% | 171/216 | 66.13% | 82/124 | 85.71% | 36/42 | 79.7% | 161/202 |
| FrameClient.js |
|
85.37% | 70/82 | 77.36% | 41/53 | 94.12% | 16/17 | 89.19% | 66/74 |
| HttpClient.js |
|
84.09% | 37/44 | 70.21% | 33/47 | 100% | 7/7 | 83.72% | 36/43 |
| Id.js |
|
100% | 4/4 | 100% | 0/0 | 100% | 1/1 | 100% | 4/4 |
| UserProfileClient.js |
|
57.86% | 92/159 | 44.57% | 41/92 | 60.71% | 17/28 | 60.81% | 90/148 |
| Utils.js |
|
83.58% | 112/134 | 62.79% | 54/86 | 91.18% | 31/34 | 85.94% | 110/128 |
| Validation.js |
|
65.79% | 25/38 | 56.67% | 17/30 | 100% | 8/8 | 65.79% | 25/38 |


{{
Accounts are registered for one year and must be renewed annually.
The scheme only applies to personal vehicle use and only one vehicle can be registered for each resident.
DART-Tag account holders can renew their existing local residents' discount through Connect Plus.
DART-Tag account holders wishing to apply for a new local residents' discount should migrate their account first, then follow the steps for Dart Charge account holders.
Existing Dart Charge account holders can apply for a local residents' discount from within their Dart Charge account.
Please be aware that your local residents' discount will not be activated until proof of residence and vehicle ownership have been confirmed. We will let you know when this has happened.
Until then, you’ll have a standard account. No accounts will be activated until the Dart Charge scheme goes live.
Apply for a local residents' limited discount (£10 per year for 50 crossings then 20p per crossing).
Apply for a local residents' unlimited discount (£20 per year).
{{/column-1}} {{/layouts/static}}


{% if challengePublished %}
You don't have permission to {{action}}
{% else %}
The Verily Challenge has now closed. Thank you for taking part!
{% endif %}
{% endif %}
{% if !user %}
Login
{% include '../generic/form-login.html' %}
{% endif %}
{% endblock %}


Hands On CloudFoundry
Instructions
Exercise 1
Exercise 2
Exercise 3
Exercise 4
Exercise 5
Exercise 6
Exercise 7
Exercise 4
Exercise 5
Exercise 6 & 7
Hands On CloudFoundry
Let's delve into the best open PaaS!


--- notes: Includes a small JS snippet showcasing liked and non-liked states. Add the class "green" to indicate the user has liked this particular post. ---


make it bright
We create Mobile & Web Applications
that push your business forward.
We’re a team of solid, self-motivated developers
with proven track record in medium to big projects.
Our approach centers around
thorough understanding of the problem.


|
GPGPU-Sim
|
#include <event_router.hpp>
Public Attributes | |
| int | input |
| int | vc |
| int | id |
| int | pres |
| bool | watch |
Definition at line 48 of file event_router.hpp.
| int EventNextVCState::tWaiting::id |
Definition at line 51 of file event_router.hpp.
| int EventNextVCState::tWaiting::input |
Definition at line 49 of file event_router.hpp.
| int EventNextVCState::tWaiting::pres |
Definition at line 52 of file event_router.hpp.
| int EventNextVCState::tWaiting::vc |
Definition at line 50 of file event_router.hpp.
| bool EventNextVCState::tWaiting::watch |
Definition at line 53 of file event_router.hpp.


{% extends "base.html" %} {% block title %} Browse {% endblock %} {% block breadcrumb %}
You can run complex queries against the database using the input field above.
By default, the query will be matched against the value attribute of the observables. To match against other attributes, use attribute=query.
value
attribute=query
Examples:
tags=crimeware
tags=zeus .php$
on
tags=c2,ransomware
context.source=FeodoTracker
Actions below apply on all observables matching current query.
Actions below apply only on 0 items selected.


--- layout: archive permalink: /categories/ title: "Posts by Category" author_profile: true header: overlay_color: "#000" overlay_filter: "0.5" overlay_image: /assets/images/head-picture.jpg #cta_label: "Download" #cta_url: "https://github.com/mmistakes/minimal-mistakes/" #caption: "Computational Cognitive Neurocience" #excerpt: "Computational Cognitive Neurocience." --- {% include base_path %} {% include group-by-array collection=site.posts field="categories" %} {% for category in group_names %} {% assign posts = group_items[forloop.index0] %}


Fecha_Creacion: 2017-12-29T12:02:33.513Z
Dimension: unknown
Id_Locacion: 39
Nombre: Galactic Federation Prison
Residentes: ['https://rickandmortyapi.com/api/character/150']
Tipo: Space station
URL: https://rickandmortyapi.com/api/location/39


[1]
then i had a great place great location.
[2]
hotel and would stay here if i had a great place great location.


A check mark means that the rider is present in the startlist for the given race according to PCS.
Last updated:


|
NUC472_NUC442_BSP V3.03.004
The Board Support Package for NUC472/NUC442
|
Modules | |
| TIMER Exported Functions | |
Macros | |
| #define | TIMER_ONESHOT_MODE |
| #define | TIMER_PERIODIC_MODE |
| #define | TIMER_TOGGLE_MODE |
| #define | TIMER_CONTINUOUS_MODE |
| #define | TIMER_CAPTURE_FREE_COUNTING_MODE |
| #define | TIMER_CAPTURE_COUNTER_RESET_MODE |
| #define | TIMER_CAPTURE_FALLING_EDGE |
| #define | TIMER_CAPTURE_RISING_EDGE |
| #define | TIMER_CAPTURE_FALLING_AND_RISING_EDGE |
| #define | TIMER_COUNTER_RISING_EDGE |
| #define | TIMER_COUNTER_FALLING_EDGE |
| #define | TIMER_TOGGLE_OUT1 |
| #define | TIMER_TOGGLE_OUT2 |
| #define | TIMER_TIMEOUT_ERR |
| #define TIMER_CAPTURE_FALLING_AND_RISING_EDGE |
| #define TIMER_CAPTURE_FALLING_EDGE |
| #define TIMER_CAPTURE_RISING_EDGE |
| #define TIMER_CONTINUOUS_MODE |
| #define TIMER_COUNTER_FALLING_EDGE |
| #define TIMER_COUNTER_RISING_EDGE |
| #define TIMER_TIMEOUT_ERR |
| #define TIMER_TOGGLE_OUT1 |


HEY LOOK, AN ETHEREUM MAINNET FAUCET
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WEEK 10 MONDAY
Year 1 (Year 2)
FIRST READING 2 Corinthians 1:1-7
The beginning of the second Letter of Saint Paul to the Corinthianss
Paul, an apostle of Christ Jesus by the will
of God, and Timothy our brother. To the
The word of the Lord
RESPONSORIAL PSALM Psalm 34:2-3.4-5.6-7.8-9 (R. 9a)
R. Taste and see that the Lord is good.
I will bless the LORD at all times,
praise of him is always in my mouth. In the LORD my soul shall make its boast;
the humble shall hear and be glad.
R. Taste and see that the Lord is good.
Glorify the LORD with me; together let us praise his
name. I sought the LORD, and he answered me; from all my terrors he set me
free.
R. Taste and see that the Lord is good.
Look towards him and be radiant; let your faces not
be abashed. This lowly one called; the LORD heard, and rescued him from all his
distress.
R. Taste and see that the Lord is good.
The angel of the LORD is encamped around those who
fear him, to rescue them. Taste and see that the LORD is good. Blessed the man who seeks refuge in him.
R. Taste and see that the Lord is good.
FIRST READING 1 Kings 17:1-6
A reading from the first Book of Kings
In those days: Elijah the Tishbite,
of Tishbe in Gilead, said to Ahab, "As the LORD
the God of Israel lives, before whom I stand, there shall be neither dew nor
rain these years, except by my word." And the word of the LORD came to
him, "Depart from here and turn eastward, and hide yourself by the brook Cherith, that
is east of the
The word of the Lord
RESPONSORIAL PSALM Psalm 121:1-2.3-4.5-6.7-8 (R. see 2)
R. Our help comes from the Lord, who made heaven and earth.
I lift up my eyes to the mountains; from where
shall come my help? My help shall come from the LORD, who made heaven and
earth.
R. Our help comes from the Lord, who made heaven and
earth.
He will keep your foot from stumbling. Your guard
will never slumber. No, he sleeps not nor slumbers,
R. Our help comes from the Lord, who made heaven and
earth.
The LORD your guard, the LORD your shade at
your right hand. By day the sun shall not smite you, nor the moon in the night.
R. Our help comes from the Lord, who made heaven and
earth.
The LORD will guard you from evil; he will guard
your soul. The LORD will guard your going and coming, both now and for ever.
R. Our help comes from the Lord, who made heaven and
earth.
R. Alleluia. Rejoice and be glad, for your reward is great in heaven. R. Alleluia.
GOSPEL Matthew 5:1-12
A reading from the holy Gospel according to Matthew
At that time: Seeing the crowds, Jesus went up on the mountain, and when he sat down his disciples came to him. And he opened his mouth and taught them, saying: "Blessed are the poor in spirit, for theirs is the kingdom of heaven. "Blessed are those who mourn, for they shall be comforted. "Blessed are the meek, for they shall inherit the earth. "Blessed are those who hunger and thirst for righteousness, for they shall be satisfied. "Blessed are the merciful, for they shall obtain mercy. "Blessed are the pure in heart, for they shall see God. "Blessed are the peacemakers, for they shall be called sons of God. "Blessed are those who are persecuted for righteousness' sake, for theirs is the kingdom of heaven. "Blessed are you when men revile you and persecute you and utter all kinds of evil against you falsely on my account. Rejoice and be glad, for your reward is great in heaven, for so men persecuted the prophets who were before you.
The Gospel of the Lord


I was born in Vietnam and was raised in the Silicon Valley. Growing up around new and evolving technologies, I quickly learned that I love it. I have a true passion for building new and visually pleasing applications. I am passionate about learning new technologies and excited to be able to learn something new in the industry everyday. Coming from the Asset Protection and Customer Success fields, I was eager to dive into Web Development.
To accelerate my learning, I attended Coding Dojo at the Silicon Valley location. Coding Dojo offers an extensive full-stack software development bootcamp that specifically covers all of the industry's most relevant and critical technologies: Python, MEAN Stack, and Java. Dojo instructors not only teach students how to write code, but they also engage with students to explain important concepts, transforming students into true web developers with a comprehensive set of tools that are crucial for success in their career as a software developer.
HTML
CSS
JavaScript
JQuery
Bootstrap
Python
Java
Spring
MySQL
Angular
Node.js
MongoDB
Feel free to reach out to me!


Welcome to Romania
Romania is a contry with great variety. Nature at its best is the pure definition of this country. The area of this beautiful country is equally distributed between mountains, hills and plains. Hence a lot of variety when it comes to landscapes. I was lucky enough to be able to really explore this country, starting from the west where my hometown is to the east of Romania. Of course, along the journey I saw some of the best sights Romania has to offer.
A bit of a did you know section?
- The statue of Dacian king Decebal, carved in the rocky bank of the Danube River, is the tallest rock sculpture in Europe (135 feet tall).
- The Romanian Palace of Parliament in Bucharest is the second largest building in the world, next only to the Pentagon in the United States.
- Europe’s second largest underground glacier, the Scarisoara glacier, is found underneath the Bihor Mountains in Romania. It has a volume of 75,000 cubic meters and has existed for more than 3,500 years.


Hi, my name is Connor Holm
Thank you for visiting my website! I am a 22-year-old developer and student at the University of Michigan who is looking for full-time employment starting in the winter! My interests include systems programming, web development, concurrent programming, & more! Click the links below to learn more about me!
Social:
Facebook-
Twitter-
Instagram-
LinkedInBands:
Parkway & Columbia-
SeaholmWork:
Résumé-
verbose.py-
clholm.com


FROM: MR JONATHAN MASIN EMAIL<EMAIL_ADDRESS>FAX: +27 837 697 560 TEL: +27 839 820 957 Dear Sir, I am aware that this letter will come to you as somewhat of a surprise, but I apologize to you if I have encroached in your privacy. My name is Mr. Jonathan Masin (from Harare, Zimbabwe) and I got your address through the Bloemfontein refuge camp information centre. I am the first son of late Dr Joel Masin, a farmer and business man who died in September 2003 as a result of the land dispute in my country, Zimbabwe. My father used to be a very good friend of Mr. Robert Mugabe until the government introduced the land use decree which enforced the seizure of all white owned farms. Due to my fathers, and other eminent persons opposition to the land use act which was well pronounced all over the world, even up to date, Mr. Mugabe became my fathers worst enemy, he seized his farm and imprisoned him for a long time. After the legal institution of my country found my father not guilty and he was released, Mr. Mugabe used his powers as the president and plotted the assassination of my father in his farm. He was burnt to ashes and his remain were thrown into the bore hole in his farm. We discovered this and wrote several petitions against the government. Knowing that this petition has reached a very heated stage, Mr Mugabe decided to eliminate my entire family. My sister and brother were kidnapped from their school and until today, they have not been found. I ran to South Africa with my sick mother and two other younger ones and came to this refugee camp, where we have been since December 2003. Why I am writing you are that, when my father was alive, he took me to South Africa and we visited a security company where he lodged a consignment which he informed me was loaded with the sum of US$20,500,000 (TWENTY MILLION FIVE HUNDRED THOUSAND UNITED STATES DOLLARS). This money was gotten from the sale of several of his farm machinery in combination with that of a few of his white friends whose family could not finally make it out of Zimbabwe (they were all killed secretly).They had to sell off their machinery to avoid seizure and also to ensure that they do not loose all they acquired in life. My request here is to seek your assistance to retrieve this consignment from the security company. As a refugee, I can do nothing about it and to lay claim to it will be a big problem for my family, since Mr. Mugabe is still in power. We have contacted a financial adviser who has agreed to process the necessary legal documents to assist you claim this consignment as your own. The security company does not know the contents as it was deposited by my father as diplomatic valuables. Our intention is to ensure that this money gets into a bank and as refugees we cannot operate bank accounts. We shall offer you 20% of the total amount for all your efforts and there is no single risk what so ever involved. If you are willing and kind enough to assist us, please contact us on above email, fax number. The fax number is a direct one and we use it personally through the financial adviser. I hope seriously that you consider this as ways to assist us get out of the mess we are in. Thank you as i wait for your urgent reply. Regards Jonathan Masin


Fading Images 2 Parameter Reference | |
| [ Home ] [ Products ] [ Downloads ] [ Purchase ] [ Support ] [ About Us ] |
| Name | Description | Example |
| startupcolor | Specifies the background color while the first image is loading. Specify the red, green and blue intensities separated by commas and no spaces. Range of Values : Decimal R,G,B Color |
<PARAM name="startupcolor" value="255,255,255"> |
| startupimage | If specified then this image will be loaded and displayed while either the first image or all the images in the sequence are loaded. (See also loadall) Range of Values : URL of an Image File |
<PARAM name="startupimage" value="startup.gif"> |
| textcolor | Specifies the color of the loading message. Specify the red, green and blue intensities separated by commas and no spaces. Range of Values : Decimal R,G,B Color |
<PARAM name="textcolor" value="0,0,0"> |
| loadingmessage | Message to be displayed whilst images are loading Range of Values : Text |
<PARAM name="loadingmessage" value="Loading Images...."> |
| loadall | If yes is specified then all the images will be loaded before the first image fades out. If no is specified then each image will be loaded just before it fades in. Range of Values : "yes" or "no" |
<PARAM name="loadall" value="no"> |
| imageN | The URL of each image file. Repeat this parameter for each image to be displayed Range of Values : URL of an Image file |
<PARAM name="image1" value="image1.gif"> <PARAM name="image2" value="image1.gif"> <PARAM name="image3" value="image1.gif"> <PARAM name="image4" value="image1.gif"> |
| linkN | The link for each image Range of Values : Any valid URL |
<PARAM name="link1" value="http://www.jpowered.com"> <PARAM name="link2" value="http://www.yourdomain.com"> <PARAM name="link3" value="http://www.adomain.com"> <PARAM name="link4" value="http://www.here.com"> |
| timeN | The time in milliseconds (1 second = 1000 milliseconds) to display an image before it fades out. Range of Values : Positive Integer |
<PARAM name="time1" value="2000"> <PARAM name="time2" value="1000"> <PARAM name="time3" value="5000"> <PARAM name="time4" value="3000"> |
| fps | Frames per second while an image is fading out. The higher this is the smoother the fading is. But more memory will be used and more time will be needed to process each image before it fades in. Range of Values : 1 to 100 |
<PARAM name="fps" value="30"> |
| timefading | The length of time in milliseconds to fade from one image to another image. The longer this is the more memory will be used and more time will be needed to process each image before it fades in. Range of Values : 100 to 10,000 |
<PARAM name="timefading" value="1000"> |


South Africa inflation rate drops to almost nine-year low
by BloombergSouth Africa’s annual inflation rate dropped more than forecast to the lowest in almost nine years in October, providing some room for the central bank to ease policy.
Consumer-price growth slowed to 3.7% compared with 4.1% in September, Pretoria-based Statistics South Africa said Wednesday in a statement on its website.
The latest print marks 31 consecutive months in which inflation has remained within the central bank’s target band of 3% to 6%. The median estimate of 14 economists in a Bloomberg survey was 3.9%.
South African consumer-price growth slowed to 3.7% in October
Key Insights
The slowdown in inflation may provide the central bank with room to cut its benchmark interest rate on Thursday. In September, the Reserve Bank’s quarterly projection model showed the repurchase rate staying at 6.5% for the rest of the year, but the Monetary Policy Committee at the time also projected inflation will peak at 5.3% in the first quarter, which is well above the preferred 4.5%.
While the MPC has faced calls to ease policy to boost an economy that is forecast to expand just 0.5% this year, its modeling shows a 25 basis-point cut point will only increase economic growth by 0.1 percentage point a year later. A deteriorating fiscal outlook and political and policy uncertainty limit the central bank’s ability to cut rates, it said in October.
Annual core inflation, which excludes the prices of food, non-alcoholic drinks, fuel and electricity, was unchanged at 4%.
The rand declined as much as 0.7% against the greenback and was 0.5% weaker at R14.8451 per dollar by 10:23 a.m. on Wednesday.
Forward-rate agreements starting in one month, used to speculate on borrowing costs, dropped and are now pricing in a 40% chance of a 25 basis-point rate cut.


#include <cciddriver.h>
Public Attributes | |
| unsigned char | bMessageType |
| unsigned long | wLength |
| Message-specific data length. More... | |
| unsigned char | bSlot |
| Identifies the slot number for this command. More... | |
| unsigned char | bSeq |
| Sequence number for command. More... | |
| unsigned char | bStatus |
| Slot status register. More... | |
| unsigned char | bError |
| Slot error. More... | |
| unsigned char | bSpecific |
| specific register More... | |
| unsigned char | abData [ABDATA_SIZE] |
| Data block sent to the CCID. More... | |
| unsigned char | bSizeToSend |
| unsigned char _S_ccid_bulk_in_header::abData[ABDATA_SIZE] |
Data block sent to the CCID.
| unsigned char _S_ccid_bulk_in_header::bError |
Slot error.
| unsigned char _S_ccid_bulk_in_header::bMessageType |
| unsigned char _S_ccid_bulk_in_header::bSeq |
Sequence number for command.
| unsigned char _S_ccid_bulk_in_header::bSizeToSend |
| unsigned char _S_ccid_bulk_in_header::bSlot |
Identifies the slot number for this command.
| unsigned char _S_ccid_bulk_in_header::bSpecific |
specific register
| unsigned char _S_ccid_bulk_in_header::bStatus |
Slot status register.
| unsigned long _S_ccid_bulk_in_header::wLength |
Message-specific data length.


Moderator submission Thank you for your interest in moderating for gamedev.world! We appreciate you volunteering your time to help keep gamedev.world an international gathering for productive exchange, built on curiosity and respect. Please take a moment to familiarize yours...
Math.Round opens the browser print dialog · Issue #290 · dotnet/try Describe the bug Put the following code in the http:/try.dot.net page: using System; public class Example { public static void Main() { var x = Math.Round(11.1, MidpointRounding.AwayFromZero); } } ...
Working with local storage in Blazor - danpatrascu.com Working on my GitHubDashboard Blazor application I soon realized that I need to interact in one way or another with the browser's local storage. If you
Google to reimplement curl in libcrurl | daniel.haxx.se Not the entire thing, just “a subset”. It’s not stated very clearly exactly what that subset is but the easy interface is mentioned in the Chrome bug about this project.
Hackers hit Austin startup Rocket Dollar - Austin Business Journal The startup — which aims to put retirement money into unorthodox investment vehicles — sent letters dated June 3 to customers throughout the country to inform them of the breach and what action they could take.
XAML Developer Productivity Tooling - Daniel Jacobson The Visual Studio XAML Tools Engineering team wants to talk to you about developer productivity!
Bloomsbury Theatre & Studio Events Book tickets below for events at the Bloomsbury Theatre and Bloomsbury Studio.
Someone used a neural network to draw Doom Guy in high-res The inevitable Doom and StyleGAN crossover is finally here.
Span<T> performance issues on Linux versus Windows · Issue #12901 · dotnet/runtime On Windows, I'm seeing that a function taking Span<byte> performs similarly to one taking byte* and a length parameter separately, but on Linux, the Span<byte> version is considerab...
ASP.NET Community Standup - June 18th, 2019 - ASP.NET Core 3.0 Preview 6 Release Party Join members from the ASP.NET teams for our community standup covering great community contributions for ASP.NET, ASP.NET Core, and more. Community links for this week: https://www.theurlist.com/aspnet-standup-2019-06-18
Building hybrid applications with the WebView2 developer preview - Microsoft Edge Blog Last month at Build, we introduced the new WebView2 coming to Windows, powered by the upcoming Chromium-based Microsoft Edge. Today, we’re releasing a new update to the WebView2 SDK, and with it we…
Split: Continuous Delivery, Feature Flags & Experimentation Split provides a unified solution for feature flags, experimentation and continuous delivery, centralizing feature flag management and separating code deployment from feature release. Measure experimentation value delivered by each feature, impact on metr...


Fed’s Powell said no ‘warning signs’ in US economy
WASHINGTON, Nov 15 — The US economy is a global standout at the moment, showing none of the signs of trouble that have preceded other recessions, at least not yet, Federal Reserve chief Jerome Powell said yesterday.
On a day when Germany and China each reported growth in the latest quarter of just 0.1 per cent, Powell said, “the US economy is the star economy these days” with growth of about 2 per cent.
And “there is no reason to think that cannot continue,” he told the House Budget Committee, quickly adding that he was worried about “jinxing” the outlook.
In the final day of back-to-back appearances before Congress, Powell noted that while US manufacturing is in recession — partly due to lingering trade tensions — the consumer remains strong.
Consumer spending makes up 70 per cent of the US economy and that has remained healthy, as wages have risen modestly and unemployment is at 50-year lows, bringing more Americans into the labor market, he said.
“That is what drives the economy,” Powell said. But he said the Fed is monitoring “very carefully” to see if the tariff impact spills over to affect consumers.
The Fed raised the benchmark lending rate four times last year when the US economy appeared to be picking up steam. But as President Donald Trump’s aggressive trade conflicts hit business investment and slowed manufacturing, the central bank reversed course and cut rates three times this year.
Powell reaffirmed in his two congressional appearances this week that the Fed will stand pat for a time to see how the economy develops.
But with the US expansion now in its 11th year, “in principle, there is no reason why it can’t last. At the risk of jinxing us.”
As the Fed carefully monitors financial markets and different sectors of the economy, “we don’t see the kind of warning signs that appear in other cycles yet,” he said. — AFP


Congratulations! We've made our list. We've checked it twice. What did we find?
Warm up to Pendo with a demo this month & select your gift.


Thanks to Virtual Pathing, you can access it as ~john, but in reality it is located in /virtual/users/j/john/www/ .
Works with pages in the url too


Thanks to Kaggle and encyclopedia-titanica for the dataset.
This is the last question of Problem set 5. In this problem you will use real data from the Titanic to calculate conditional probabilities and expectations.
On April 15, 1912, the largest passenger liner ever made collided with an iceberg during her maiden voyage. When the Titanic sank it killed 1502 out of 2224 passengers and crew. This sensational tragedy shocked the international community and led to better safety regulations for ships. One of the reasons that the shipwreck resulted in such loss of life was that there were not enough lifeboats for the passengers and crew. Although there was some element of luck involved in surviving the sinking, some groups of people were more likely to survive than others.
The titanic.csv file contains data for 887 of the real Titanic passengers. Each row represents one person. The columns describe different attributes about the person including whether they survived ($S$), their age ($A$), their passenger-class ($C$), their sex ($G$) and the fare they paid ($X$).
[Quetion12] Write a program in C, C++, Java or Python that reads the data file and finds the answers to the following questions:
You only have to submit your answers, not your program. As such you could get away with calculating these statistics by hand. Use a program. This is a warm up to problem set 6 where you will write machine learning algorithms (in C, C++, Java or Python) that read data and perform more advanced calculations.
Don't know how to create a new project from scratch? Ask a TA or download a blank CS106A Java project or a blank CS106B C++ project.
Aside: In making this problem I learned that there were somewhere between 80 and 153 passengers from present day Lebanon (then Ottoman Empire) on the Titanic. That would be 7% of the people aboard.
See if you can find something suprising in the dataset. Can you predict p? Can you find interesting correlations?


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Timestamp
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Reason


Lionel Messi
Lionel Messi was born on June 24th, 1987, in Rosario, Argentina. His paretns were in the working class as his mother was a cleaner and his father was a steel worker. He started playing soccer from a very young age, he was very talented except something came up. At age 11, he was diagnosed with growth hormone deficiency, its a condition that stops growth and requires expesive drugs in order to fix it. This is why today Messi is only 5'7.
Teenage Years
He needed money for treatment so he tried to get his towns biggest club to let him play and under contract pay for his medical bills, sadly they denied. Although, Messi looked for other options. Barcalona offered him a trial and they were extremely impressed. They offered him a contract and within it they would pay for his medical bills if Messi played on the Barcalona academy team.
Messi gets put on senior team
Messi rose through the ranks and was given a shot at playing in the 2004/2005 season. He scored a goal and he was the youngest player in the world to score at only age 18. He scored more and more and became a more usual starter, in only his second year on the Barcalona senior team he won the Champions league!
Messi just kept getting better as he was scoring 30 plus or 40 plus goals per season and getting more and more fame. Eventually he set a new record in a perfect season by scoring 91 goals, the record he beat was only 70. He was the best in the world.
The best in the world
Messi and Ronaldo are considered the two best and they have for decades now. Currently both sitting at around 700 career goals and 5 best player in the world awards each. Its a rivarly that inspires. They are both the best players in the world.


{% extends "cctbx/header.html" %} {% load static %} {% block content %}
This is a lead paragraph. Give a short summary of what is explained in the page here.
Some text
Some text with code
quoted within text.
Some more text
from iotbx.map_model_manager import map_model_manager # load in the map_model_manager
mmm=map_model_manager() # get an initialized instance of the map_model_manager


~ James M. Miller
Sunday, May 11, 2014
Cultural Bolg Topic Goes Here
Topic of conversation goes here.


Welcome to the level editor!
Save your levels with "Get JSON" and import them with "Import"
Play your levels by either pressing "Open Level" or by pasting the level JSON into "Load Level Code" in the normal main menu.
Remove ?m=leveleditor
from the URL to return to the game.
Click to place blocks, right click to delete. Change the "Mode" to edit different aspects of a level.


baud
`Prev `__
B
`Next `__
--------------
**baud**: /bawd/, n.
[simplified from its technical meaning] n. Bits per second. Hence
kilobaud or Kbaud, thousands of bits per second. The technical meaning
is level transitions per second; this coincides with bps only for
two-level modulation with no framing or stop bits. Most hackers are
aware of these nuances but blithely ignore them.
Historical note: baud was originally a unit of telegraph signalling
speed, set at one pulse per second. It was proposed at the November,
1926 conference of the Comité Consultatif International Des
Communications Télégraphiques as an improvement on the then standard
practice of referring to line speeds in terms of words per minute, and
named for Jean Maurice Emile Baudot (1845-1903), a French engineer who
did a lot of pioneering work in early teleprinters.
--------------
+----------------------------------+----------------------------+------------------------+
| `Prev `__ | `Up <../B.html>`__ | `Next `__ |
+----------------------------------+----------------------------+------------------------+
| Batman factor | `Home <../index.html>`__ | baz |
+----------------------------------+----------------------------+------------------------+


Login
Login (only socials)
Login (only user/pass)
Login (only enterprise)
Login (inside a DIV)
Login (inside a DIV - chrome)
Login all languages
Logout
Show SignUp
Show Reset Password
User Info
Not logged in yet.


Enables rapid calculation of phylogenetic information content using the latest advances in phylogenetic informativeness based theory. These advances include modifications that incorporate uneven branch lengths and any model of nucleotide substitution to provide assessments of the phylogenetic utility of any given dataset or dataset partition. Also provides new tools for data visualization and routines optimized for rapid statistical calculations, including approaches making use of Bayesian posterior distributions and parallel processing. Users can apply these approaches toward screening datasets for phylogenetic/genomic information content.
| Version: | 1.0 |
| Depends: | R (≥ 3.3.0) |
| Imports: | phytools, splines, gplots, RColorBrewer, foreach, iterators, geiger, doParallel, gridExtra, hexbin, PBSmodelling, ape, ggplot2 |
| Published: | 2016-11-13 |
| Author: | Alex Dornburg [aut, cre, cph], J. Nick Fisk [aut, cph], Jules Tamagnan [aut, cph], Jeffrey Townsend [aut, cph] |
| Maintainer: | Alex Dornburg <alex.dornburg at naturalsciences.org> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | PhyInformR results |
| Reference manual: | PhyInformR.pdf |
| Package source: | PhyInformR_1.0.tar.gz |
| Windows binaries: | r-devel: PhyInformR_1.0.zip, r-release: PhyInformR_1.0.zip, r-oldrel: PhyInformR_1.0.zip |
| OS X binaries: | r-release: PhyInformR_1.0.tgz, r-oldrel: PhyInformR_1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=PhyInformR to link to this page.


--- layout: pre-30-archived-docs/side-by-side title: Node ---
node.js |
|
|---|---|
Using Jasmine with nodeThe Jasmine node package contains helper code for developing and running Jasmine tests for node-based projects. |
|
Install |
|
|
You can install Jasmine using npm, locally in your project and globally to use the CLI tool. |
npm install jasmine
npm install -g jasmine
|
Init a Project |
|
|
Initialize a project for Jasmine by creating a spec directory and configuration json for you. |
jasmine init
|
Generate examples |
|
|
Generate example spec and source files |
jasmine examples
|
Configuration |
|
|
Customize
|
{
|
|
Spec directory path. Your spec_files must be relative to this path |
"spec_dir": "spec",
|
|
Array of filepaths (and globs) relative to spec_dir to include |
"spec_files": [
"**/*[sS]pec.js"
],
|
|
Array of filepaths (and globs) relative spec_dir to include before jasmine specs |
"helpers": [
"helpers/**/*.js"
],
|
|
Stop execution of a spec after the first expectation failure in it |
stopSpecOnExpectationFailure: false,
|
|
Run specs in semi-random order |
random: false
}
|
Running tests |
|
|
Once you have set up your Pass a relative path to a spec file to the jasmine command to only execute specs in a single file. |
jasmine
jasmine spec/appSpec.js
|
CLI Options |
|
|
|
JASMINE_CONFIG_PATH=spec/config/jasmine.json jasmine
jasmine JASMINE_CONFIG_PATH=spec/config/jasmine.json
|
|
|
jasmine --no-color
|
|
|
jasmine --filter="a spec name"
|
|
|
jasmine --stop-on-failure=true
|
|
|
jasmine --random=true
|
|
|
jasmine --seed=4321
|
Using the library |
|
|
Jasmine can also be used as a library in your project. |
var Jasmine = require('jasmine');
var jasmine = new Jasmine();
|
Load configuration from a file or from an object. |
jasmine.loadConfigFile('spec/support/jasmine.json');
jasmine.loadConfig({
spec_dir: 'spec',
spec_files: [
'appSpec.js',
'requests/**/*[sS]pec.js',
'utils/**/*[sS]pec.js'
],
helpers: [
'helpers/**/*.js'
]
});
|
Custom onComplete |
|
|
Optionally specify a custom |
jasmine.onComplete(function(passed) {
if(passed) {
console.log('All specs have passed');
}
else {
console.log('At least one spec has failed');
}
});
|
Reporters |
|
|
A ConsoleReporter is included if no other reporters are added. You can configure the default reporter with |
jasmine.configureDefaultReporter({
timer: new this.jasmine.Timer(),
print: function() {
process.stdout.write(util.format.apply(this, arguments));
},
showColors: true,
jasmineCorePath: this.jasmineCorePath
});
|
|
You can add a custom reporter with |
var CustomReporter = require('./myCustomReporter');
var customReporter = new CustomReporter();
jasmine.addReporter(customReporter);
|
Run the tests |
|
|
Calling |
jasmine.execute();
|
|
|
jasmine.execute(['fooSpec.js'], 'a spec name');
|
A simple example using the library |
var Jasmine = require('jasmine');
var jasmine = new Jasmine();
jasmine.loadConfigFile('spec/support/jasmine.json');
jasmine.configureDefaultReporter({
showColors: false
});
jasmine.execute();
|


I’m still working in my filesystem with CouchDb. After creating a library to enable working with PHP and CouchDB (see the post here), and after using Monkey Patching to override standard PHP’s filesystem functions. I’ve created another solution now. Thanks to a comment in my last post (many thanks Benjamin) I’ve discovered that it’s possible to create a stream wrapper in PHP (I thought it was only available with a C extension).
It’s pretty straightforward to create the wrapper. Of course it’s only an approach. We can create more functionality to our stram wrapper but at least this example meets my needs.
namespace Nov\CouchDb\Fs;
class StreamWrapper {
var $position;
var $varname;
/**
* @var \Nov\CouchDb\Fs\Resource
*/
var $fs;
/**
* @param string $path
* @return \Nov\CouchDb\Fs
*/
private static function _getFs($path, $_url)
{
return \Nov\CouchDb\Fs::factory(FSCDB, $_url['host']);
}
function stream_open($path, $mode, $options, &$opened_path)
{
$_url = parse_url($path);
$_path = $_url['path'];
$fs = self::_getFs($path, $_url);
$_type = strtolower(substr($mode, 0, 1));
switch ($_type) {
case 'r':
$this->fs = $fs->open($_path);
break;
case 'w':
$this->fs = $fs->open($_path, true, true);
break;
}
return true;
}
function stream_read($count=null)
{
if (is_null($count)) {
return $this->fs->raw();
} else {
return $this->fs->raw(0, $count);
}
}
function stream_write($data, $lenght=null)
{
if (is_null($lenght)) {
$this->fs->write($data);
} else {
$this->fs->write(mb_substr($data, 0, $lenght));
}
return strlen($data);
}
public function unlink($path)
{
$_url = parse_url($path);
$_path = $_url['path'];
$fs = self::_getFs($path, $_url)->open($_path);
$fs->delete();
}
public function url_stat($path , $flags)
{
$_url = parse_url($path);
$_path = $_url['path'];
$fs = self::_getFs($path, $_url)->open($_path);
//tamaño en bytes
$size = $fs->getLenght();
$out[7] = $size;
$out['size'] = $size;
return $out;
}
That’s very simple. It’s almost the same code than the Monkey Patching example. And now if we want to use it:
use Nov\CouchDb;
use Nov\CouchDb\Fs;
require_once ("Nov/Loader.php");
Nov\Loader::init();
// I use FSCDB to set up the connection parameters to our couchDb database
define('FSCDB', \NovConf::CDB1);
stream_wrapper_register("novCouchDb", "Nov\CouchDb\Fs\StreamWrapper") or die("Failed to register protocol");
$file = "novCouchDb://fs/home/gonzalo/new.txt";
$f = fopen($file, 'w+');
fwrite($f, "***12345dkkydd678901");
fclose($f);
$f = fopen($file, 'r');
$a = fread($f, filesize($file));
fclose($f);
unlink($file);
echo $a;
As we can see the URI is:
novCouchDb://fs/home/gonzalo/new.txt.
That’s mean [protocol]://[database]/[path]
The behaviour of this example is exactly the same than Monkey Patching one but I preffer this one. It looks like more “clean” than Monkey Patching approach.
The full source code is available here. And the example: document_root/tests/couchdb/test7.php


This program implements the techniques described in Z. Weinberg and W.L. Ruzzo (2004) "Faster genome annotation of non-coding RNA families without loss of accuracy", in Proc. Eighth Annual International Conference on Research in Computational Molecular Biology (RECOMB), ACM Press, 243-251.
The source code for cm2hmm and cm2hmmsearch is copyright 2004 by Zasha Weinberg and distributed under the BSD license.
The source depends on the cfsqp 3rd-party library. CFSQP is distributed by www.aemdesign.com. It is not freely available, but is available on request for free for academic institutions.
Installation is handled as an integrated part of the Infernal package.
To include rigorous filters when building Infernal, first configure the package
./configure --with-rigfilters --with-cfsqp=/path/to/cfsqp
The first option specifies that cm2hmm should be compiled (off by default), and the second specifies the location of the cfsqp source code. Alternatively, you may copy the source code into infernal-x.xx/rigfilters/cfsqp/ and omit the second option.
Following a successful configure, type
make
cm2hmm creates a compact- or expanded-type HMM from a given CM. cm2hmmsearch searches a FASTA sequence file using a CM and profile HMM rigorous filters created using cm2hmm. Both programs display simple usage instructions when run without any parameters.
The input format for cm2hmm is:
cm2hmm <input CM file name> <output HMM file name> <0th-order Markov model specification> <HMM type & output format> <solver specification> <input CM file name> : file name of a CM in Infernal format. <output HMM file name> : file name of HMM to create. <0th-order Markov model specification> : one of the following: uniform : use a uniform 0th-order model (all nucleotides have probability 0.25) gc <fraction> : the G+C content is <fraction>, a number from 0 to 1. file <file name> : load it from a file (logic to create these files from an input sequence may or may not be implemented in distribution. <HMM type & output format> : one of the following: compact : create a compact-type profile HMM in the default text format. expanded : create an expanded-type profile HMM in the default text format. <solver-specification> : one option currently: cfsqp <B> <C> : use CFSQP, sending solver parameters B&C. <B>=0, <C>=1 are reasonable parameters. Refer to the CFSQP manual for details.
The input format for cm2hmmsearch is:
cm2hmmsearch <window len> <score threshold> <CM file name> <compact profile HMM file name> <expanded profile HMM file name> <sequence file> <run CM?> <window len> : window length parameter for CM scan. <score threshold> : hits below this threshold will be ignored (and likely filtered out by the profile HMMs). <CM file name> : file name of a CM in Infernal format. <compact profile HMM file name> : name of a profile HMM to do filtering, or "-" (a single dash) to not use this HMM. Although this HMM is presumed to be compact type, this is not enforced. <expanded profile HMM file name> : similar idea to previous field, but for the expanded profile HMM. <sequence file> : name of a sequence file in FASTA format. <run CM?> : if "0" do NOT actually run the CM, just do the filtering and report the filtering fraction. If "1", run the CM to find hits.
Here's an example of creating both compact- and expanded-type HMMs for RF00095, and scanning the Pyrococcus abyssi genome.
From infernal-x.xx/rigfilters/cm2hmm, enter the following commands (which each take a minute or so to complete):
cm2hmm data/RF00095.cm data/RF00095_compact.hmm file data/Ecoli_0mm.mm compact cfsqp 0 1
cm2hmm data/RF00095.cm data/RF00095_expanded.hmm file data/Ecoli_0mm.mm expanded cfsqp 0 1
cm2hmmsearch 150 23.5 data/RF00095.cm data/RF00095_compact.hmm data/RF00095_expanded.hmm data/AL096836.fna 1
The first two commands create the HMMs given the CM in data/RF00095.cm. They are both optimized based on a 0th-order Markov model of the E. coli K-12 genome. The last command uses these HMMs to accelerate a search of the Pyrococcus abyssi genome (data/AL096836.fna). The search outputs the family members found in basically the same format as Infernal. An important new piece of information is the 'frac let thru so far', which gives the filtering fraction measured on this genome. The reported filtering fraction is for the 2nd HMM, i.e. the expanded-type one. (2d-fracLetsThru is a measure of the filtering fraction that attempts to reflect the fact that the dynamic programming algorithm for CMs has an extra dimension, so the filtering fraction is a somewhat pessimistic estimate of the actual speed-up).
The choice of Markov model in the infinite-length forward algorithm does not usually affect the filtering fraction that much, but a good choice can yield a modest improvement in filtering fraction (typically around 10%). In general, it's best to use the 0th-order model of the genome that has the highest (worst) filtering fraction. To estimate this, create a compact-type HMM from any model, and run it on the Bordetella, E. coli and S. aureus genomes.
Once you've picked a 0th-order Markov model, the easiest thing to do is to create both compact- and expanded-type HMMs, and run them on the three genomes. This yields an estimate of the filtering fraction for the two HMMs. If the filtering fraction of the compact-type HMMs is above 0.25, it's probably not worth using it (this is based on a rule of thumb that the expanded-type HMM runs 30% slower than the compact-type HMM, so if the compact-type fraction is above 0.25, it's not worth using it). If the compact-type HMM filtering fraction is low, there's no need to use the expanded-type HMM, but it can't hurt.
The difference in speed between the CM and the HMMs is mainly dependent on the window length W. The HMM is faster than the CM by a factor of usually a bit over W. So, if the filtering fraction is significantly below 1/W, then the search time is dominated by the HMM's search time, and there's no point in getting a better filtering fraction.


menu
elementPublished: June 5, 2019
Last Updated: August 13, 2019
Note: menu
does not allow direct children other than li
elements.
menu
with no children| API | Mappings |
|---|---|
| Webkit a11y tree: | role: "No matching ARIA role". Ignored. |
| Chromium a11y tree: | Accessibility node not exposed. "Element not interesting for accessibility." |
| Gecko a11y tree: | role: "text container" |
| IA2 |
Chromium: Element ignored/not mapped. Gecko: Text frame |
| MSAA |
Chromium: Element ignored/not mapped. Gecko: accRole 'menu' (element name) |
| UIA | Element ignored/not mapped. |
| ATK | ??? |
| AX | Element ignored/not mapped. |
menu
with li
children containing text| API | Mappings |
|---|---|
| Webkit a11y tree: | role: "No matching ARIA role". Ignored. |
| Chromium a11y tree: | Accessibility node not exposed. Element not interesting for accessibility. |
| Gecko a11y tree: | role: "text container" |
| IA2 |
Chromium: Element ignored/not mapped. List items mapped (list item) with no list container. Gecko: Text frame. List items mapped as 'text frame'. |
| MSAA |
Chromium: Element ignored/not mapped. List items mapped (list item) with no list container. Gecko: accRole 'menu' (element name). List items mapped as 'li' (element name). |
| UIA |
Element ignored/not mapped. List items mapped (UIA_ListItem) with no list container. |
| ATK | ??? |
| AX | Element ignored/not mapped. List items mapped to AXGroup with AXListMarker children. |
menu
with li
children containing links and buttons| API | Mappings |
|---|---|
| Webkit a11y tree: | role: "No matching ARIA role". Ignored. |
| Chromium a11y tree: | Accessibility node not exposed. Element not interesting for accessibility. |
| Gecko a11y tree: | role: "text container" |
| IA2 |
Chromium: Element ignored/not mapped. List items mapped (list item) with no list container. Child link and buttons have standard mappings. Gecko: Text frame. List items mapped as 'text frame'. Child link and buttons have standard mappings. |
| MSAA |
Chromium: Element ignored/not mapped. List items mapped (list item) with no list container. Child link and buttons with standard mappings. Gecko: accRole 'menu' (element name). List items mapped as 'li' (element name). Child link and buttons have standard mappings. |
| UIA | Element ignored/not mapped. List items mapped (UIA_ListItem) with no list container. Child link and buttons with standard mappings. |
| ATK | ??? |
| AX | element ignored/not mapped. List items mapped to AXGroup with AXListMarker children. No mapping change to link or button elements in regards to a menu representing "toolbar" semantics. |
| API | Mappings |
|---|---|
| Webkit a11y tree: | role: "No matching ARIA role". Ignored. |
| Chromium a11y tree: | Accessibility node not exposed. Element not interesting for accessibility. |
| Gecko a11y tree: | role: "text container" |
| IA2 | Chromium: Element ignored/not mapped. List items mapped (list item) with no list
container. Child buttons have standard mappings. Gecko: Text frame. List items mapped as 'text frame'. Child buttons have standard mappings. |
| MSAA | Chromium: Element ignored/not mapped. List items mapped (list item) with no list
container. Child buttons have standard mappings. Gecko: accRole 'menu' (element name). List items mapped as 'li' (element name). Child buttons have standard mappings. |
| UIA | Element ignored/not mapped. List items mapped (UIA_ListItem) with no list container. Child buttons have standard mappings. |
| ATK | ??? |
| AX | Element ignored/not mapped. List items mapped to AXGroup with AXListMarker children. No mapping change to button elements in regards to a menu representing "toolbar" semantics. |
menu
with checkbox children| API | Mappings |
|---|---|
| Webkit a11y tree: | role: "No matching ARIA role". Ignored. |
| Chromium a11y tree: | Accessibility node not exposed. Element not interesting for accessibility. |
| Gecko a11y tree: | role: "text container" |
| IA2 | Chromium: Element ignored/not mapped. List items mapped (list item) with no list
container. Child checkboxes have standard mappings. Gecko: Text frame. List items mapped as 'text frame'. Child checkboxes have standard mappings. |
| MSAA | Chromium: Element ignored/not mapped. List items mapped (list item) with no list
container. Child checkboxes have standard mappings. Gecko: accRole 'menu' (element name). List items mapped as 'li' (element name). Child checkboxes have standard mappings. |
| UIA | Element ignored/not mapped. List items mapped (UIA_ListItem) with no list container. Child checkboxes have standard mappings. |
| ATK | ??? |
| AX |
Element ignored/not mapped. List items mapped to AXGroup with AXListMarker children. No mapping change to checkbox inputs in regards to a menu representing "toolbar" semantics. |
menu
with radio children| API | Mappings |
|---|---|
| Webkit a11y tree: | role: "No matching ARIA role". Ignored. |
| Chromium a11y tree: | Accessibility node not exposed. Element not interesting for accessibility. |
| Gecko a11y tree: | role: "text container" |
| IA2 | Chromium: Element ignored/not mapped.
List items mapped (list item) with no list
container. Child radio buttons have standard mappings. Gecko: Text frame. List items mapped as 'text frame'. Child radio buttons have standard mappings. |
| MSAA | Chromium: Element ignored/not mapped. List items mapped (list item) with no list
container. Child radio buttons have standard mappings. Gecko: accRole 'menu' (element name). List items mapped as 'li' (element name). Child radio buttons have standard mappings. |
| UIA | Element ignored/not mapped. List items mapped (UIA_ListItem) with no list container. Child radio buttons have standard mappings. |
| ATK | ??? |
| AX |
Element ignored/not mapped. List items mapped to AXGroup with AXListMarker children. No mapping change to radio input elements in regards to a menu representing "toolbar" semantics. |


Drug/Target Encoder¶
Drug encoding¶
Drug Encodings |
Description |
|---|---|
Morgan |
Extended-Connectivity Fingerprints |
Pubchem |
Pubchem Substructure-based Fingerprints |
Daylight |
Daylight-type fingerprints |
rdkit_2d_normalized |
Normalized Descriptastorus |
CNN |
Convolutional Neural Network on SMILES |
CNN_RNN |
A GRU/LSTM on top of a CNN on SMILES |
Transformer |
Transformer Encoder on ESPF |
MPNN |
Message-passing neural network |
Target encoding¶
Target Encodings |
Description |
|---|---|
AAC |
Amino acid composition up to 3-mers |
PseudoAAC |
Pseudo amino acid composition |
Conjoint_triad |
Conjoint triad features |
Quasi-seq |
Quasi-sequence order descriptor |
CNN |
Convolutional Neural Network on target seq |
CNN_RNN |
A GRU/LSTM on top of a CNN on target seq |
Transformer |
Transformer Encoder on ESPF |
Encoder Model¶
Encoder Model |
Description |
|---|---|
CNN |
Convolutional Neural Network on SMILES |
CNN_RNN |
A GRU/LSTM on top of a CNN on SMILES |
Transformer |
Transformer Encoder on SMILES |
MPNN |
Message Passing Neural Network on Molecular Graph |
MLP |
MultiLayer Perceptron on fix-dim feature vector |
Technical Details¶
First, we describe the common modules we import in DeepPurpose.
import torch
from torch.autograd import Variable
import torch.nn.functional as F
from torch import nn
import numpy as np
import pandas as pd


Multi Select test
Name:
Austria
Australia
Germany
UK
USA
Click to select:
User 1
User 2
User 3
User 4
User 5
Show Object


Green Day celebrate ‘Dookie’ 25th anniversary with AMAs performance of ‘Basket Case’ and ‘Father Of All…’ – watch
The band were introduced by fan Billie Eilish
Green Day celebrated the 25th anniversary of their seminal album ‘Dookie’ with a performance of its hit track ‘Basket Case’ at the American Music Awards 2019 earlier tonight (November 24).
The punk trio also gave a performance of their latest single ‘Father Of All…’ at the ceremony, which was held in Los Angeles.
Billie Eilish introduced the band, telling the audience: “25 years ago, Billie Joe Armstrong, Mike Dirnt and Tre Cool recorded their iconic album, ‘Dookie’. Growing up, there was no band more important to me or my brother.”
It was previously rumoured that Green Day could cover Taylor Swift’s ‘Bad Blood’ at the AMAs. However, the band did not end up paying tribute to the pop star, who was later crowned Artist Of The Decade at the event.
Watch footage of Green Day’s performance at the American Music Awards 2019 below.
Other performers on the night included Halsey, Selena Gomez, Billie Eilish, Taylor Swift, and Shawn Mendes and Camila Cabello.
Meanwhile, Eilish was amongst the winners at the event, picking up awards including New Artist Of The Year and Favourite Artist – Alternative Rock. You can keep up to date with all of the winners as they happen here.


Reserve it, right now!
About Cyberpunk 2077
Cyberpunk 2077 is a future video game developed and published by CD Projekt, which will be released for Microsoft Windows, PlayStation 4, and Xbox One on November 19, 2020, and later on PlayStation 5, Xbox Series X, and Google Stadia.


?2
3
4
5
6
7
8
9
10
the
New
York
copyright
reserved
botanical
Garden
PLANTS
OF
BAHAMA
ISLANDS
Agalinis
harperi
Penn.
Grand
Bahama:
in
low
area
along
Fortune
Hills
Road
near
intersection
with
Queen's
Highway,
Lucaya.
Flowers
pink.
May
23,
1975
NEW
YORK
BOTANICAL
GARDEN
D.
S.
Correli
¤
John
Popenoe
45365
333948
Herbarium
FAIRCHILD
TROPICAL
GARDEN
01333948
Legend -
Level of confidence that token is an accurately-transcribed word
extremely low
very low
low
undetermined
medium
high
very high


I attended Michigan State University from 2011 to 2016. During my first year I was a graduate teaching assistant in the chemistry department performing recitation sessions for introductory chemistry. In my second year I became a graduate research assistant. My research was focused on the nuclear structure, in particular nuclear shape coexistence, of neutron-rich nuclei around the N=40 neutron sub-shell closure. During my tenure as a graduate student I spent three years on the electronics committee and one year as graduate student president. I also participated in several outreach events spreading knowledge and excitement of nuclear science to members of the public of all ages. In fall of 2016 I defended my thesis and earned a Ph.D. in nuclear chemistry.
I attended Minnesota State University, Mankato from 2005 to 2011. My first year was as a senior in high school as a post-secondary student. After graduating high school I enrolled at MSU, Mankato and declared Physics as my major with the intent of also completing the pre-medicine curriculum. After the third year I declared Chemistry as a second major and Mathematics as a minor. I also began performing research in low-energy nuclear physics, which ultimately changed my career path from pursuing a career in medicine to a career nuclear physics. In 2010 I attended the DOE Nuclear Chemistry Summer School and graduated in 2011 with a BS degree in both physics and chemistry with a minor in mathematics.


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{% extends "base.html" %} {% block title %}PubSNE: Upload CSV{% endblock %} {% block content %}
This page is for if you want to upload a new CSV file to work from as the public data reference. If you go to sne.space, follow along their information and enter appropriate search parameters, then export the csv for the selected sne, you can upload that csv file below here to be used in the pubsne data processing.
{% endblock %}


Introduction¶
Owl is an emerging numerical platform for engineering and scientific computing. The library is (mostly) developed in the OCaml language and inherits all its powerful features such as static type checking, powerful module system, and superior runtime efficiency. Owl allows you to write succinct type-safe numerical applications in a functional language without sacrificing performance, significantly reduces the cost from prototype to production use.
Motivation¶
If you are from Python world and familiar with its ecosystem for scientific computing. You may see Owl as a mixture of Numpy, Scipy, Pandas, and other libraries. You may be curious why I have packed so many stuff together. As you learn more and more about OCaml, I am almost certain your curiosity will grow even bigger because this seems against the minimalist, a popular design principle adopted by many OCaml libraries.
However, I would like to argue that these functionality should be co-designed and implemented together. This is exactly what we have learnt in the past two decades struggling to build a modern numerical system. The current co-design choice avoids a lot of redundant code and duplicated efforts, and makes optimisation a lot easier. Numpy, Scipy, Pandas, and other software took so many years to well define the boundary of their functionality. In the end, Numpy becomes data representation, Scipy builds high-level analytical functions atop of such representation, Pandas is a combination of table manipulation and analytical functions, and Pytorch bridges these functions between heterogenous devices. However, there is still a significant amount of overlap if you look deep into the code.
Back to the OCaml world, the co-design becomes even more important because of the language’s strict static typing. Especially if every small numerical library wraps its data representation into abstract types, then they will not play together nicely whenever you try to build a large and complex application. This further indicates that by having a huge number of small libraries in the ecosystem will not really improve a programmers’ productivity. Owl is supposed to address this issue with a consistent holistic design, with a strong focus on scientific computing.
Different choice of design principle also reveals the difference between system programming and numerical programming. System programming is built atop of a wide range of complicated and heterogenous hardware, it abstracts out the realworld complexity by providing a (relatively) small set of APIs (recall how many system calls in Unix operating system). On the other hand, numerical computing is built atop of a small amount of abstract number types (e.g. real and complex), then derives a fat set of advanced numerical operations for various fields (recall how many APIs in a numerical library). As a result, reductionism is preferred in system programming whereas holism is preferred in numerical one.
Features¶
Behind the scene, Owl builds up many advanced numerical functions atop of its solid implementation of n-dimensional arrays. Comparing to other numerical libraries, Owl is very unique, e.g. algorithmic differentiation and distributed computing have been included as integral components in the core system to maximise developers’ productivity. Owl is young but grows very fast, the current features include:
- N-dimensional array (both dense and sparse)
- Various number types:
float32
,float64
,complex32
,complex64
,int16
,int32
… - Linear algebra and full interface to CBLAS and LAPACKE
- Algorithmic differentiation (or automatic differentiation)
- Neural network module for deep learning applications
- Dynamic computational graph allowing greatest flexibility for applications
- Parallel and Distributed engine (map-reduce, parameter server, etc.)
- Advanced math and stats functions (e.g., hypothesis tests, MCMC, etc.)
- Zoo system for efficient scripting and code sharing
- GPU support (work in progress …)
The system evolves very fast, and your feedback is very important for me to adjust the direction and decide the focus. In case you find some important features are missing, welcome to submit an issue on the Issue Tracker.
Brief History¶
Owl originated from a research project studying the design of large-scale distributed computing framework in the Computer Lab in July 2016. I chose OCaml as the language for developing the system due to its expressiveness and superior runtime efficiency.
Even though OCaml is a very well-designed language, the libraries for numerical computing in OCaml were very limited and its tooling was fragmented at that time. In order to test various analytical applications, I had to write many numerical functions myself, from very low level algebra and random number generators to high level stuff like algorithmic differentiation and deep neural networks. These analytical functions started accumulating and eventually grew much bigger than the distributed engine itself. So I took these functions out and wrapped them up as a standalone library – Owl.
After over one-year intensive development, Owl is already capable of doing many complicated numerical tasks, e.g. see our {Google Inception V3 demo} for image classification. I will keep improving Owl and I hope it helps you in solving real-world problems.
Why OCaml?¶
Why not?
Contact Me¶
You can reach me in the following ways, looking forward to hearing from you!
Student Project: If you happen to be a student in the Computer Lab and want to do some challenging development and design, here are some Part II Projects.
If you are interested in more researchy topics, I also offer Part III Projects and please have a look at Owl’s Sub-Projects page and contact me directly via email.


2 April 2012 - The Ministry of Health and Population of Egypt has notified WHO of two new cases of human infection with avian influenza A (H5N1) virus.
The first case is a 2 year-old female from Demiatta Governorate. She developed symptoms on 19 March 2012 and was admitted to a hospital on 20 March 2012 where she received oseltamivir. She is still under treatment and in good medical condition. The case was laboratory confirmed by the Central Public Health Laboratories (NIC) on 22 of March 2012.
Epidemiological investigations into the source of infection indicate that the case had exposure to dead backyard poultry.
The second case is a 15 year-old female from Giza Governorate. She developed symptoms on 25 March 2012 and was admitted to a hospital in critical condition on 29 March 2012. She received oseltamivir on admission. She died on 31 March 2012. The case was laboratory confirmed by the Central Public Health Laboratories (NIC) on 31 March 2012.
Epidemiological investigations into the source of infection is ongoing.
Of the 166 cases confirmed to date in Egypt, 59 have been fatal.


Lil Baby Delivers His Latest Single "Woah"
Is it time for the Lil Baby takeover?
by Erika MarieWoah
Lil Baby
Editor Rating: HOTTTTT
User Rating: hottttt - 70% (16)
We may be receiving much more Lil Baby in the days to come because the rapper shared that he's ready for his season. On Wednesday, the rapper took to his Twitter to share that 2020 was his year and "I really been bullsh*ttin whole 2019." To say that he hasn't been grinding all year seems a tad far-fetched, especially because he's released a number of singles and collaborations.
The Atlanta rapper appeared multiple times on Quality Control Music's Control The Streets Volume 2 compilation, collaborated with Lykke Li on a remix to her track "sex money feelings die," and linked with Gunna on Drip Harder. Early Friday, Lil Baby returned with "Woah," the first in what many believe is the rapper's takeover, so give it a spin and let us know if this is the heat you've been waiting for.


After 2+ years, my RFM12PiV2 receiver seems to have gone phut. It did happen around the time of a big thunderstorm - could this be the reason?
Anyway, I have ordered a RFM69PiV3 as a replacement and hopefully I won't have any compatibility problems.
Archived Forum |
|
RFM12Pi damaged by thunderstorm???Submitted by Andrew Wedmore on Fri, 14/08/2015 - 15:23After 2+ years, my RFM12PiV2 receiver seems to have gone phut. It did happen around the time of a big thunderstorm - could this be the reason? Anyway, I have ordered a RFM69PiV3 as a replacement and hopefully I won't have any compatibility problems. » |
Re: RFM12Pi damaged by thunderstorm???
Can you expand on "gone phut" ?
Although electrical surges etc can do very unexpected things I would be surprised if 'only' your rfm2pi was effected if it was due to the storm. There should be no compatibility issues beyond setting the usual baseid, group and frequency if required except for perhaps setting the baud, if your v2 was 2yrs old it would be using a baud of 9600 and the v3 will be 38400,
What have you tried to test / revive it? is there any led activity at power up? do you get any response to this ?
avrdude -v -c arduino -p ATMEGA328P -P /dev/ttyAMA0 -b 38400
Paul
Re: RFM12Pi damaged by thunderstorm???
Paul, thank you for that.
When I power up, a green LED on the RFM12Pi comes on briefly and then goes out and stays out.
The rfm12piphp service is running, but the emoncms "inputs" web page is showing no data being received on any of the nodes that get data via the rfm12pi. I have other nodes on my system that are continuing to log data that comes from other sources (not via the rfm12pi) so I think the actual data logging side is working OK. I'll attach a screenshot that shows this - node 7 is a non-rfm12pi node. Nodes 8 and 9, are rfm12pi nodes and they used to receive data OK. I don't think it is the transmitters at fault because there are completely separate 3 transmitters and one receiver listening to them, and the data from all 3 transmitters stopped being received at the same time. So when I say it has "gone phut" I mean that I am no longer getting any data from it. I don't know for sure that it is a hardware problem; it just seemed the easiest culprit to suspect and replace.
Here is the output from the avrdude command.
Re: RFM12Pi damaged by thunderstorm???
You are most probably right to suspect the rfm2pi's not doing it's bit, I just wondered whether it was terminal as they are normally pretty reliable.
The LED flash suggests something is happening, although the avrdude log shows a communication error which could mean a HW fault or bootloader issue but it isn't conclusive as there are a number of things that can also cause a communication issue. since avrdude is a bit finicky, Was the rfm12piphp service running at the time? serial port access must be exclusive for any SW to work correctly, so the service must be stopped.
A good power supply is essential so removing any non-essential usb devices may help
you could try using a serial console (minicom etc) to try and get a response from the rfm2pi,
You could also test the Pi serial port by linking the gpio rx/tx pins together, anything "sent" in the serial console should appear in the "received" box due to the loop, but I've not known a serial port to fail on a Pi and the serial port and the SW will get tested when you try the RFM69Pi. However....
I didn't realize you were using the raspberrypi module as far as I'm aware there is no way to set the baud in the interface so you will need to edit the code from 9600 to 38400 at L73 of raspberrypi_run.php (probably?) or edit, recompile and upload a modified sketch to the rfm69pi (or move to emonHub)
Paul
Re: RFM12Pi damaged by thunderstorm???
Paul - thanks again for your help. I now think I know what my problem is, and it's not what I thought it was.!
I have run the avrdude command again after stopping the rfm12piphp service and as a result I now think that the reciever IS working and that all 3 transmitters HAVE stopped working, while the RFM12Pi is OK! That sounds like an amazing coincidence, but I think there may have been a common cause that blew all 3 at the same time. I will paste the new avrudude output at the end of the message.
Looking at the EMONCMS graphs and inputs from just before the monitoring stopped working, I can see that all 3 transmitters were reporting a very high AC voltage. The last AC voltage reading from node 8 was 307.58; from node 9 it was 310.1 and from node 10 it was 308.58 volts. These are RMS voltages and normally they are in the range 210 - 240. I have been logging the AC voltage from node 10 for over a year and it has always been in this range.
I have attached a screenshot showing my AC voltage graph just before things went down. [ACVoltageGraph.png - the brown is the AC RMS voltage and the blue is the generator output in watts.]
All my 3 EmonTxV3 transmitters are powered through the 9V AC transformers, not via USB. So I calculate with a 310V input, these will be pumping 9 x 310/230 volts into the EmonTxV3 units - ie over 12 volts.
As an "off-gridder" my AC is all produced by a Victron inverter/charger (specifically, a Victron Phoenix Multiplus 5000/48). I have had one previous occasion several years ago (before I started using the OpenCMS products) when the AC voltage from the inverter ran out of control. On that occasion, it damaged part of my consumer unit panel but, worryingly, did not trip any trip switches. In fact that episode was part of my motivation for installing the OpenCMS products, Now that the problem has occurred again and I have the logging data (which to my mind is pretty conclusive) I will take it up with the manufacturers - but I am not particularly hopeful of their response. (There is also a solar inverter in the system, but it is the Victron that determines the voltage and frequency - except when the generator is on, but that's a different story).
I checked the AC voltage with a multimeter just now and it is about 240V - a little higher than it should be, but acceptable.
Anyway if I'm right I now have 3 dead EmonTxV3 units - which is a shame as they are a lot more expensive than the RFM12Pi (or the RFM69PiV3 that arrived in the post yesterday and is sitting on my desk). In fact I am pretty sure that they are dead as they used to have a flashing red LED and it isn't flashing any more, not even on power-up. I had been intending to change them to be powered by USB but I just hadn't got round to it - perhaps that would have saved them from being damaged. I don't know if there is any way that they can be repaired.
Another thought is that I could rig up OpenCMS to send me an alarm when the AC voltage goes out of range. But actually I think what I really need to do is to install some separate electro-mechanical device that shuts off the AC if the voltage gets too high.
Finally, I am intending to switch to emonhub but that is another thing I haven't got round to yet. I have got 18 months' worth of data in timestore which I am very keen to preserve as it will help me figure out where to upgrade the system in the future.
Here is the avrdude output.
All comments gratefully received.
Re: RFM12Pi damaged by thunderstorm???
Well that good new about the rfm2pi, but not so hot about the emonTx's :-(
Again I wouldn't assume they are beyond repair just yet, in fact if you have no led activity you should start by checking the AC adapters, I think they are less likely to survive a >300vac supply than the emonTx.
Try powering the emonTx's from a different supply/method eg 5vdc, Do you have a USB programmer ? if so do you see any serial activity when hooked up to a PC?
It may be a software issue so reloading the sketches may help, or it maybe a problem with the rectifier/reg circuit only used when powering from AC/AC, if it is then it just power via 5vdc as you intended.
Upgrading to emonhub is different to emoncms, the timestore factor won't effect emonhub (or vice versa) you will need to convert the timestore data to continue logging to that feed with the latest emoncms versions.
Paul
Re: RFM12Pi damaged by thunderstorm???
I second Paul's "Try them on a programmer".
I blew the rectifier diode in my emonTx V3.4 while testing the supply, and that was nowhere near 300 V. I've got a wire-ended one in place of the SMT now.
Re: RFM12Pi damaged by thunderstorm???
Your comment was spot on. It is the 9V AC transformers that have blown. I have switched to USB power supply and all is well - everything working again - except of course that I don't have AC voltage measurements. I have also removed the JP2 power supply jumpers. All I need now is to replace one of the AC transformers and I can be measuring voltage again.
Thanks for all the help. I must try and learn not to jump to conclusions too quickly.


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F´ Flight Software - C/C++ Documentation
NASA-v1.5.0
A framework for building embedded system applications to NASA flight quality standards.
|
This directory contains a generic interface for creating hashes of data. It provides a mechanism for selecting different implementations of the hash interface, which could be as simple as an 8 bit checksum or as complex as a 256 bit SHA256 hash.
The generic interface to the hashing utility is included in Utils/Hash/Hash.hpp
. Its corresponding generic hash buffer class (which is used to hold a computed hash digest) can be found in Utils/Hash/HashBuffer.hpp
. Some common implementation code for each class is included in Utils/Hash/HashCommon.cpp
and Utils/Hash/HashBufferCommon.cpp
.
Specific implementations of the hashing utility are stored in subdirectories in Utils/Hash/
. Currently, one such implementation exists in Utils/Hash/openssl/
which provides a SHA256 hash using the openssl library. Another implementation is also provided which calculates a 32-bit CRC32, which depends on no external libraries.
A specific implementation can be selecting by modifying the HashConfig.hpp
file.
The generic hash interface includes only 4 methods besides the constructor/destructor. A description of each method is included below:
hash.init()
- This method initializes the hash object, priming it for computing a new hash. It should be run before beginning to calculate each new hash. It resets any state remaining from a previously computed hash.
hash.update(data, len)
- This method updates the hash object with new data to hash. It can be run as many times as you like, allowing you to continue adding data to the hash state. In this way, a user can hash their data as they read it from a buffer, or from a file, in segments.
hash.final(buffer)
- This method returns a hash of all the data given to the hash object via update
since the last init
was run. It returns the hash in buffer
, which is a HashBuffer
object.
hash.hash(data, len, buffer)
- This method runs init
, update
, and final
all in one shot. If you have already collected all the data that you want to hash into a buffer data
with length len
, you can use this static function to calculate the hash all at once. The computed hash is returned in buffer
, which is a HashBuffer
object.
To configure the hash
utility to use a specific hashing implementation, modify HashConfig.hpp
to include the header file of the implementation you wish to use. For example, to use SHA256 hashing, your HashConfig.hpp
should look something like:
The generic interface to hash
can be implemented using many different hashing algorithms. To construct your own please look at the SHA256 implementation as an example, found in the openssl
subdirectory. Your implementation should include a few files:
YourImplementationHash.hpp
- This file must declare the following #define
constants: HASH_HANDLE_TYPE
, the handle type for computing the hash internally, HASH_DIGEST_LENGTH
, the length of the hash digest in bytes, and HASH_EXTENSION_STRING
, the file extension you would assign to the hash should it be stored into a file (ie. .SHA256
).
YourImplementationHash.cpp
- The implementation file for the hashing algorithm. It should implement the methods declared in Hash.hpp
, except for those included in HashCommon.cpp
.
README.md
- So that those who come after you will understand how your implementation works and what it is used for ;)


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Bootstrap starter template
This is a prototype javascript class with the appropriate asynchronous behaviour. Made with pure vanilla JavaScript. It is made available for demo purposed only. You should fork it and use it to build something cool.
This is a prototype javascript class with the appropriate asynchronous behaviour. Made with pure vanilla JavaScript. It is made available for demo purposed only. You should fork it and use it to build something cool.


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You replace the data for a database record by using
Cursor.putCurrent()
.
This method takes just one
argument — the data that you want to write to the current location in the
database.
import com.sleepycat.je.Cursor; import com.sleepycat.je.Database; import com.sleepycat.je.DatabaseEntry; import com.sleepycat.je.LockMode; import com.sleepycat.je.OperationStatus; ... Cursor cursor = null; try { ... // Database and environment open omitted for brevity ... // Create DatabaseEntry objects // searchKey is some String. DatabaseEntry theKey = new DatabaseEntry(searchKey.getBytes("UTF-8")); DatabaseEntry theData = new DatabaseEntry(); // Open a cursor using a database handle cursor = myDatabase.openCursor(null, null); // Position the cursor. Ignoring the return value for clarity OperationStatus retVal = cursor.getSearchKey(theKey, theData, LockMode.DEFAULT); // Replacement data String replaceStr = "My replacement string"; DatabaseEntry replacementData = new DatabaseEntry(replaceStr.getBytes("UTF-8")); cursor.putCurrent(replacementData); } catch (Exception e) { // Exception handling goes here } finally { // Make sure to close the cursor cursor.close(); }
Note that this method cannot be used if the record that you are trying to replace is a member of a duplicate set. This is because records must be sorted by their data and replacement would violate that sort order.
If you want to replace the data contained by a duplicate record, delete the record and create a new record with the desired key and data.


Keyframes are used to create a graduation change in styles over time. Keyframes give more control over intermediate steps of an animations than transitions.
@keyframes fade-in { 0% { opacity: 0; } 100% { opacity: 1; } }
You can apply a @Keyframes to any object by using the animation css properties and shown below.
.slide { left: -100%; position: relative; animation-name: slide-in; animation-duration: 1s; animation-delay: .5s; animation-iteration-count: 1; animation-timing-function: ease-in; animation-fill-mode: forwards; /* Or use Shorthand */ animation: slide-in 1s ease-in .5s 1 forwards; }
Gross... we have to type everything in triplicate, but that's CSS baby!
@-moz-keyframes rotate { 100% { -moz-transform: rotate(360deg); } } @-webkit-keyframes rotate { 100% { -webkit-transform: rotate(360deg); } } @keyframes rotate { 100% { -webkit-transform: rotate(360deg); transform:rotate(360deg); } }
*I'd Create a SASS mixin if I was doing a real project.
You can combine multiple animations by separating them with commas.
.slide5 { animation: rotate 4s linear 0s 1, spaz 4s linear 0s 1, color-change 4s linear 0s 1; }
This is not a PowerPoint presentation at all! You can create all the annoying PowerPoint transitions easily using CSS!
Animations should enhance the user experience. Long and annoying animations, like the ones used in this presentation, could leave users frusterated. Keep it subtle!
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| 361 | (A) | Ne noghte drede thay thy domes thy dede hafe thaye Ettyllede |
| 356 | (C) | We drede no-þyng his dome . his deth haue we ordeyned |
| 357 | (D) | And drede no-thing his dome his deþe have we ordeynid |
| 358 | (E) | & drede no-thyng his doom . his deth haue cast |
| (Ex) | ---- no text ---- | |
| 366 | (L) | Ne noȝt dreden his dom his deþ haue we atled |
| 351 | (P) | And noght dredes his dome his dede hafe we he??? |
| 350 | (U) | We drede nogħt his dome / his detħ haue we ordeynd |
| (V) | ---- no text ---- |


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Accepts a positive or negative feedback value (usually
-1 or 0 or 1), and turns on elitism for that NoteSequence
making it appear in subsequent generations.
This method can be called by listeners to provide an integer value
(most simply, -1, 0 or +1), for the purpose of informing the player
what that listener thought of the NoteSequence supplied.
Implements a measure of fitness by comparing the result
of an individual to its original heuristic through
means analysing each note in the sequence to see
that it is sufficiently displaced from those around
it.