Hey, I'm Yurii. I'm a frontend developer from Ukraine.
I am creative and highly motivated person with a wide range of skills. Building easy to use, user friendly, responsive web sites and applications is a real passion of mine.
I actively seek out new technologies, stay up-to-date on industry trends and advancements and spend a lot of time to improve my knowledge in front-end development.
Technologies: HTML/HML5, CSS/CSS3, JSON, AJAX, XML, jQuery, Bootstrap, Foundation, SASS, LESS
Tools: Gulp, Git, SVN, Photoshop
Programming languages: JavaScript
Methodologies: Scrum, Agile, Kanban, Waterfall
RDBMS: MS SQL Server


BIBLIOGRAPHY
https://en.wikipedia.org/wiki/Functional_programming
https://functional.christmas/
https://medium.com/walkme-engineering/the-functional-sandwich-principal-e6d138f6a579
https://en.wikipedia.org/wiki/Lambda_calculus
https://dev.to/theodesp/explain-monads-like-im-five
https://medium.com/@bobbypriambodo/monads-in-functional-programming-a-practical-note-53488f94b20c
https://www.artima.com/weblogs/viewpost.jsp?thread=98196 (Pythonic way)
https://en.wikipedia.org/wiki/Combinatory_logic
https://en.wikipedia.org/wiki/Church_encoding


On her way to hell, Lucifer happens to meet a high school girl on Earth named Maria, who helps her. In hell, Lucifer meets Leviathan, and Leviathan explains to Lucifer about The Seven Deadly Sins, the seven demon king rulers of hell. After The Seven Deadly Sins seal Lucifer's powers, Lucifer goes on a journey with Maria and Leviathan to defeat them.


[gecode-users] Job shop scheduling solution with timetable, pre-emption, and priority
Tim Heath
wgheath at saber.net
Tue May 30 21:00:04 CEST 2006
Hi All,
I am new to gecode but have been studying mozart oz quite a bit. I am
interested in finding a solution that will do job shop scheduling with a
timetable, pre-emption, and priority of the tasks. Has this been done
in gecode? If so can you point me to this solution? Also, if your
aware of if it has been done anywhere in the free domain point me to
that as well.
Thanks
More information about the gecode-users
mailing list


package main
import (
"bufio"
"fmt"
"os"
"strconv"
"strings"
)
func main() {
reader := bufio.NewReader(os.Stdin)
var integerNumber [5]int
for counter := 0; counter < 5; counter++ {
fmt.Println("Integer number", counter+1, ":")
numbers, _ := reader.ReadString('\n')
numbers = strings.TrimSpace(numbers)
intNumbers, _ := strconv.Atoi(numbers)
integerNumber[counter] = intNumbers
}
fmt.Println("5 interger numbers are:", integerNumber)
fmt.Println("Enter a number:")
usernumber, _ := reader.ReadString('\n')
usernumber = strings.TrimSpace(usernumber)
intuserNumber, _ := strconv.Atoi(usernumber)
fmt.Println("Number entered by user:", intuserNumber)
for index, value := range integerNumber {
if intuserNumber == value {
fmt.Println("index:", index, "value:", value)
fmt.Println(intuserNumber, "Number is present in array")
}
}
}
Integer number 1 :
12
Integer number 2 :
23
Integer number 3 :
44
Integer number 4 :
23
Integer number 5 :
22
10 interger numbers are: [12 23 44 23 22]
Enter a number:
121
Number entered by user: 121
In this program we take 5 interger from user as an input and store them in an array.
And then again ask the user to enter a number,
Then check wheter a number is present is an array or not.
As an output we tell user whether that number is present in array or not.


Multi-Column-Select
Single Selection Multi-Column-Select
With original form control
Audi
Bugatti
Chrysler
Daihatsu
Ford
General Motors
Honda
Infiniti
Multiple Selection Multi-Column-Select
With original form control hidden.
Audi22
Chrysler
Daihatsu
Ford
General Motors
Honda
Infiniti


I thought a liddle bit and is it possible to make a plugin which creates a button on every players profile, which, when you click on it, make the player in your friendlist to see when he is playing.
sounds wierd but i mean, when youtubers play you can see it (the most of them dont want randoms in their FL).
like he start playing and plop in your FL so you can see: "ahh, the yotuber is playing, i want to join"
only my idea and i really want to hear yyour opinions ^^
ORFK
Global Moderator
sorry but i dont support plugins for stalking others and/or employees of DICE.
so i dont like this idea and wont give any ideas. sorry. my opinion.
Topicstarter
I_like_Chocolate
okay
José Ortega
Global Moderator
ORFK's response doesn't mean you can't create your stalky plugin or recieve more opinions, if you can create it, go ahead.
ORFK
Global Moderator
thatswhy i wrote "my opinion" ;-) you can create what you want, i just wrote that i dont like plugins like these and --> I <-- wont support them. BBLog leaves for the Plugin Devs a big space for creative and free work.
Topicstarter
I_like_Chocolate
yeah i know, i only wrote okay :D
but i don't know how to do thats why i posted the response ^^
kurtextrem
I thought about this, as I'm as well interested in such a plugin (Yes, I'm able to create one). But my main issue now is how can I get the server where someone is playing? Is there any API for that? I'm not into that and google did not give me any great results.
I found a PHP API, but there is no information given about this topic. My work around would be reading the "last seen" servers and get the playerlist from every.. If the player is online in one of them it would work. I guess this is not the best method for that but I did not find anything else which I could load dynamically.
Pun1a
Helping Hand
kurtextrem wrote:
I thought about this, as I'm as well interested in such a plugin (Yes, I'm able to create one). But my main issue now is how can I get the server where someone is playing? Is there any API for that? I'm not into that and google did not give me any great results.
I found a PHP API, but there is no information given about this topic. My work around would be reading the "last seen" servers and get the playerlist from every.. If the player is online in one of them it would work. I guess this is not the best method for that but I did not find anything else which I could load dynamically.
look at the stalkDICE plugins in this forum and you will find ways to solve your problem.
 Looking into it now.
Edit: ca 80% done. Need to adjust some things and then I'll release an early version.
kurtextrem
Here you go. Have fun stalking.
http://kurtextrem.de/bbl/extfriendlist.js
Big thanks to Pun1a for the basic code.
Known issues:
The extended friend list is gone sometimes..
Post edited 1 x times, last by
I_like_Chocolate
Topicstarter
I_like_Chocolate
do a new post for it so it is has it's own one
but thanks :DD
Topicstarter
I_like_Chocolate
i have a question (explained on pic):
sdbvu.png
kurtextrem
I'll do.
If the person is online (but not playing) you can see him, if the person is playing you can also see but also join him. Maybe I'll change the way it works, but at the moment it's fine for me.
Topicstarter
I_like_Chocolate
yeah okay
i understand it
only wonderd me why he isn't there


Everybody - Logic - May 5th, 2017
Loud - Christopher Smith - May 5th, 2017
I'm often listening to music, usually Hip-Hop/Rap and R&B/Soul. Not only do I love listening to music, but talking about it as well.
Everybody - Logic - May 5th, 2017
Loud - Christopher Smith - May 5th, 2017
Note: Subject to Change
Drum Chord Theory - Matt Martians
DAMN - Kendrick Lamar
ALL AMERIKKKAN BADASS - Joey Bada$$
At What Cost - Goldlink
Process - Sampha
Fin - Syd
More Life - Drake
Steve Lacy's Demo - Steve Lacy
Her Too - SiR
Rather you Than Me - Rick Ross
FUTURE - Future
Culture - Migos
Drunk - Thundercat
Love in Beats - Omar
Headnod Suite - Karriem Riggins
Malibu - Anderson Paak
Blond - Frank Ocean
The Sun's Tirade - Isaiah Rashad
Awaken my Love - Chilish Gambino
Birds in the Trap Sing McKnight - Travis Scott
Endless - Frank Ocean
Coloring Book - Chance the Rapper
The Life of Pablo - Kanye West
A Seat at the Table - Solange
Telefone - Noname
Untitled Unmastered - Kendrick Lamar
99.9% - Kaytranada
Yes Lawd! - NxWorries
We got it from Here... Thank You 4 Your service - ATCQ
Stoney - White Iverson
FREE 6LACK - 6LACK
Views - Drake
The Divine Feminine
4 Your Eyez Only - J.Cole
Bobby Tarantino - Logic
Genesis - Domo Genesis
Blank Face - Schoolboy Q


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Hi Welcome to My Site
Here I Am learning HTML
Do You Want to Join Me
Select the Category That You Want To Learn in HTML
Share This Page & Tell Your Freinds to Learn HTML For Free
This Free HTML Course was Created By JustOver.tk
Visit WebPage
Free Download This Course In A Site


| About Dailyrotten |
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Feedback
If you like this page, hate it, or would like to suggest changes,
<EMAIL_ADDRESS>is listening. This page
is experimental and somewhat different from what we usually offer, so please
do send your feedback.
Adding Stories
If you are a rotten newshound and you would like to suggest a story,
visit our submit page to
send us the URL. Stories that are accepted will have your name credited.
Posting Comments
In order to post comments to stories, you will have to
create an account.
Accounts will generally be validated within 24 hours, and of
course will be disabled if there is abuse.
Viewership
On the first full day this page went live, 100,000 people visited this Rotten
News page. Of course that was the day after the WTC attacks, so that number is
somewhat distorted. Right now this page gets between 50,000 and 75,000 people
every day.
Linking
We encourage everyone to link to this page; if you like it, others probably
will as well.
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Make Dailyrotten your start page
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|
November 12, 2001
Woman Pregnant Twice!
BBC | Submitted by: dj pie
A woman in Rome gave birth to a baby girl this week. She is also six
months pregnant with twins, which is the first time a well documented case
of simultaneous pregnancy has ever occurred. Flavia D'Angelo, the dame
in question, denies using any kind of fertility treatments.
|
|
Read article...
|
|
Chinese executions feeding transplant program
New York Times | Submitted by: Josiah Tinkerton
Americans are showing up at hospitals requesting post-transplant care,
after receiving organs from freshly executed Chinese prisoners. Thousands
of prisoners are executed, stripped of their organs, and given to
whomever is willing to pay the fee-- often without the required consent of
the family of the fresh kill. And no wonder, when you can get a new kidney
or liver over your vacation instead of dying on the six-year waiting list.
|
|
Read article...
|
|
Media out of Aghanistan shoddy
Jang Group | Submitted by: DJ3dg
"All these big names of world's premiere media are clueless about what is
happening inside Afghanistan or elsewhere. They have no independent source to
verify whatever they hear from "sources" -- one wonders where these are
located. Mostly they are fed by the local offices of Taliban and NGOs working
inside Afghanistan."
|
|
Read article...
|
|
The Naked Defendant
KGW | Submitted by: Soylent
Unfortunately, it's always the ones who shouldn't be naked, that end up naked.
"Haslinger said Webb must attend all future court dates fully clothed. If Webb
does not comply, she could be sentenced to 29 days in jail, Haslinger said."
|
|
Read article...
|
|
Spray Painted Man Dies
Knox News-Sentinel | Submitted by: Soylent
"Terry Pease, 45, was apparently disrobed and then spray-painted with
orange, 'Halloween-type' washable hair coloring before collapsing dead at
his cousin's house Nov. 2, according to Morristown Police Department
detective Rick Harmon." [No, this is not a case of "Goldfinger", where if
your entire body is painted, you keel over from lack of open pores.
That idea was invented by Ian Fleming for a James Bond novel.]
|
|
Read article...
|
|
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Back Soon
Just a bit of maintenance
My favourite site,
Down again for maintenance.
Enjoy the music.
Friday 17th March 8:15am: Problems at the web host. Back Soon
My favourite site,
Down again for maintenance.
Enjoy the music.
Friday 17th March 8:15am: Problems at the web host. Back Soon


|
General
Sample Code |
TrackerBase Queries
While several of these sample scripts simply loop through a directory and act on every file, the real power of a database emerges when using more specialized criteria. For example, if you use the Category attribute to divide up your databased files, you may want to process just one category at a time. Since you're doing all of this from within shell scripts, you need to know how to run BeOS queries from the command line. Command-line queries use the Find by Formula syntax you've seen in the query application. The easiest way to construct queries for your scripts is to build them as Attribute queries in the GUI, then switch to Formula mode, copy the formula to the clipboard, and paste it into your script. Note: If TrackerBase files don't show up as an option in the GUI query tool's filetypes dropdown, you may have to reboot your machine first.
Begin by constructing your query in Attribute mode. Be sure to include the Project attribute to avoid getting results from other TrackerBase projects.
When satisfied with your query, toggle to Formula mode, select the formula, and copy it to the clipboard. The command-line query syntax is: query "<your query here>"For example, this query will find all of the TrackerBase files that belong to a project called "news" : query "((TBASE:project=="*[nN][eE][wW][sS]*")&&(BEOS:TYPE=="text/trackerbase"))"The quotes are important. Always remember to include a value for the Project attribute so the query only returns results specific to your project -- you don't want your script acting on files from these sample projects, for instance. There are a few interesting things you can do with Formula queries that you can't do with GUI queries. For example, you can search for two or more filetypes at once by adding a second type and separate them with double pipes (||) instead of double ampersands (&&). || means "or" instead of "and." ((BEOS:TYPE=="text/trackerbase") || (BEOS:TYPE=="text/plain"))When editing query formulas, take care to nest your conditions in parentheses properly. If you speak regular expressions, you can insert them between any two " "s for far greater control. Remember that all queries must include at least one indexed attribute. See the Attributes page for more on that. Next: Caveats
|


My Notes from "The Basics of the Web and HTML"
The Fundamentals
The world wide web is, fundamentally, a collection of approximately 30 billion individual web pages and has been around since the 1990s. Each of these pages is written in HTML (discussed in more detail below) and is connected to other pages by links. To navigate the web, a user's browser on their computer sends an HTTP request to a server, which then replies with the requested HTML document. It is the user's browser's job to read the HTML document and translate it into the site/content that is ultimately displayed on the user's screen. This Udacity video provides a nice overview of the process.HTML
HTML, or Hypertext Markup Language, is the language in which most of the content on the internet is written. There are a few components: text content (what we see), markup (what it looks like), references to other documents (such as images and videos), and links to other pages. See this Udacity video for more details.Coding in HTML
Each HTML page is made up of any of a number of individual elements. These elements are defined using tags; as with elements, there is a huge variety in tags. Examples include the 'strong,' 'b,' and 'br.' The first two make text elements bold and the the third breaks the current paragraph and starts a new one. Once again, Udacity has a video outlining these concepts.A Note on HTML Elements
One important distinction between HTML elements is whether or not they are block or inline. Block elements are easiest to understand if you picture an invisible box or block being drawn around the content enclosed by a block tag. Block elements represent easy ways to help put structure around a page's text. The paragraph structure of this very page was built using the 'p,' or paragraph tag.  It isn't a derogative term--it simply highlights the fact that computers do exactly what a user or programmer tells them to do. There is 0 room for creative interpretation by computers. While this makes their behavior predictable, it also leaves room for minor typos to have major impacts on the behavior of a program or website being coded.


Unique Material
This projecitle point is made from rhyolite which is a unique raw material in the Pampa Colorada projectile point assemblage. Only one other point found at Pampa Colorada was made from this volcanic material
Quartz Crystal Inclusions
The darker brown spots on this 3D model are clear quartz crystal inclusions that formed over millions of years after the rhyolite that they are set in was created through various volcanic processes


We provide support for the following clients: <
><<[s]>><
><<[s]>>
<<foreach [in getClients()]>>
<<[getName()]>>
<</foreach>>


An open conversation online about what we're doing now and what's next.
Code for America is the organization that helped inspire many of us that we can change our City.
We are a Code for America Brigade, which means we're volunteers that contribute our talents toward improving the way our local governments and community organizations use the web. Brigade is about action and you're here because you are someone who takes action. See what kind of things brigades do, or watch the inspirational TED talk given by Jennifer Pahlka, the founder of Code for America.
View our Meetup site for our next location and time. We try to meet at least once a month to talk about things we can collaborate on. We will start meeting every other week in January to hack (develop) tools at Galvanize. It's actually a lot of fun, with great people and usually food/drink.
Can't make it to a meetup? No problem. We collaborate on projects, ask for help, and post wins to our Colorado Code for Communities forum where you can get new posts in email and reply. We welcome anyone to sign-up... you might just see something you're interested in helping with.
Joanne Cheng<EMAIL_ADDRESS>or @joannecheng) is the Brigade Captain.


Search
Preparing search index...
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Options
Inherited
Private
Externals
Only exported
Menu
Globals
Edge
FileUploader
IFileUploaderConfig
Interface IFileUploaderConfig
Index
Properties
auto
Upload
file
Name
file
Types
id
Holder
Input
list
Render
View
multi
Upload
no
Multi
Sync
processors
receiver
stay
InContext
Properties
optional
auto
Upload
auto
Upload
?:
IFileAutoUploadConfig
file
Name
file
Name
:
string
optional
file
Types
file
Types
?:
string
optional
id
Holder
Input
id
Holder
Input
?:
JQElem
optional
list
Render
View
list
Render
View
?:
JQElem
optional
multi
Upload
multi
Upload
?:
boolean
optional
no
Multi
Sync
no
Multi
Sync
?:
boolean
processors
processors
:
IFileUploaderProcessors
receiver
receiver
:
JQElem
The element to be replaced by the uploader element
optional
stay
InContext
stay
InContext
?:
boolean
Globals
Edge
Edge.
File
Uploader
IFile
Auto
Upload
Config
IFile
Uploader
Config
auto
Upload
file
Name
file
Types
id
Holder
Input
list
Render
View
multi
Upload
no
Multi
Sync
processors
receiver
stay
InContext
IFile
Uploader
Processors
IParcel
Input
Container
Errors
File
Action
File
Parcel
Helper
Localization
Upload
Manager
create
Generated using
TypeDoc
The element to be replaced by the uploader element


Pricing overview
Logo Design
$
79
/project.
Inclusions
- 6 Design Concepts
- Upto 4 Times of Revisions
- Digital files for final logo in many formats (,jpg, .pdf, .eps .png) mailed.
- Full copyrights and ownership of final logo
Graphic Design
$
119
/project.
Inclusions
- Tri-fold brochure
- Business Card Design
- 8.5×11″ Single/Double Page Flier
- 4-page 8.5×11 Brochure
Website Design
$
179
/project.
Inclusions
- Up to 25+ pages of content
- Strategic planning meeting
- WordPress template theme
- Help purchasing & setting up hosting & domain
- WordPress Content Management System
(owner updated website)
- Template customization
(colors, graphics, basic CSS)
- Bootstrap Design
- Contact form with email notifications
- Tested for browser and device compatibility
- Basic SEO
(pages optimized for search engines)
- 2 free weeks of email technical support
- Blog


This wiki contains all the documentation you will need regarding running, using and working on the viewer. Click one of the links below depending on what you want to do.
I want to run the viewer
I want to create a multicamera database


--- layout: page title: About header-img: "img/about-bg.png" ---
Student of full time software engineering course


Building a Climate VI¶
Atmospheric Circulation
We have previously looked at vertical transport and radiative fluxes. Here, we will explore horizontal transport and how differential heating and heat transport control atmospheric circulation.
Information¶
Learning goals |
|---|
|
Differential Heating and Heat Transport¶
We previously touched on the interplay between solar irradiation and the Earth’s geometry. This leads to differential heating of the planet. More specifically, the incoming solar radiation at the higher latitudes (near the poles) is spread over larger areas than at lower latitudes (near the equator). This results in lower latitudes receiving more radiation per area. Remember Stefan-Boltzman Law? It allows us to calculate emitted radiation based on the temperature of the object. We previously only considered the mean temperature of the whole planet. However, the temperature on Earth is not uniform. The poles are colder than the equator. This results in less radiation being emitted from the poles than from the equator. Note that more radiation at the poles is emitted than is incoming, whereas more radiation is incoming than is emitted at the equator.
Earth’s Energy Balance¶
The differential heating and emission results in a net energy deficit in the higher latitudes that is resolved by heat transport from the equatorial regions to the polar regions. Together with the previously covered buoyancy induced vertical forces, this differential heating and emission, and the resulting heat transport, can be regarded as the main “engine” for atmospheric mass movements.
Note
Would preferential warming at the poles result in more or less meridional heat transport?
Atmospheric and Oceanic Heat Transport¶
Most heat is transported with (and not through) air (and water) masses. We can therefore approximate heat flux with mass flux. Consider mass flux first:
where:
\(\Phi_m\) - mass flux
\(\rho\) - fluid density
\(u\) - velocity vector
\(A\) - area
Knowing the relationship between heat and mass, we can formulate:
where additional terms are:
\(\Phi_h\) - heat flux
\(C_p\) - specific heat capacity of fluid
\(T\) - temperature
The specific heat capacity of air is \(C_{air} = 1006 Jkg^{-1}K^{-1}\)
Atmospheric Movement (So Far) Summarised¶
In the past lectures, we have looked at different aspects of atmospheric movement. Take a minute to study the flow chart and think about how previous lectures are connected by what is happening in the atmophere.
Atmospheric Circulation¶
Hadley Cell¶
The surplus energy at the equator is transported poleward by buoyancy-driven rising warm air and cold sinking polar air moving toward the equator. The resulting convection cell is known as the Hadley cell.
1-Cell Model¶
The simplest atmospheric circulation model is a 1-cell modell consisting only of the Hadley Cell. This may be a good approximation of reality on a planet or moon if:
If the planet is entirely covered in a fairly homogenous fluid. This is the case for an aquaplanet, where we can ignore land-sea interactions.
There is no Coriolis force, allowing us to only be concerned with the pressure gradient force.
With the assumptions above met, planets or moons may be similar to a perfect 1-cell atmospheric circulation model consisting only of 1 convection cell (Hadley Cell) in each hemisphere.
Note
Consider the 1 cell model and recall information you have of Earth’s atmosphere, climates and weather. Can it explain any of Earth’s large scale climate features?
1-Cell Model Example¶
Before we have a look at Earth’s atmospheric circulation, let us consider a simpler example: Titan. Titan is the largest moon of Saturn, a little larger than Earth’s moon and smaller than Earth. It is a good example of single cell atmospheric circulation. Saturn has a slow spin - fast enough to evenly distribute heat zonally (along latitudes), but also slow enough for the Coriolis force to be weak. A slow sping prevents the breaking down of the atmospheric circulation into several cells and allows for a single cell atmospheric circulation.
Note
Do you know the atmospheric structure of other planets in our solar system? How rare is the 1-cell model?
3-Cell Model¶
Once we allow for the complexities induced by the Coriolis force, which is in turn the result of a fairly fast spin of the planet, we break atmospheric circulation down into several cells. The 3-cell model is a good approximation for Earth’s large scale atmospheric circulation features. More specifically, instead of one Hadley Cell transporting heat from the equatorial to the polar regions, we now have three convective cells from equator to poles: The Hadley Cell, the Ferrel Cell and the Polar Cell. The surface flow and regions of subsidence and convergence also becomes a little more complex. Understanding the 3 cell model will allow us to explain many of Earth’s climate features.
Let us dissect this model in more detail:
The equatorial region is still characterised by a warm low-pressure belt. Pressure gradients (and winds) lead to monotonous weather known as doldrums. Warm air rises and condenses into large cumulonimbus clouds leading to thunderstorms [see “Building a climate VII and VIII”]. Additional latent heat is released, causing the air to rise even more until stable atmospheric condictions are re-established at the tropopause, which prevent further rising of air masses [see “Building a climate VII - Atmospheric Stability”].
At the equatorial tropopause, air stops to rise, diverges and starts to move poleward. The Coriolis force deflects this poleward flow to the right and left in the Northern and Southern Hemisphere respectively. On its way to higher latitudes, air emits infrared radiation and cools. This is referred to as radiational cooling. Air also starts to converge as it moves towards 30° N/S, causing an increase of the mass of air aloft and thus increase in pressure at the surface. The result is a high pressure belt at ~30°N and ~30°S. The high pressure centres making up this belt are known as subtropical highs, and the corresponding latitudes are known as the horse latitudes. At these latitudes, air subsides, warms adiabatically by compression and results in generally dry atmospheric conditions and clear skies [see “Building a climate VIII”].
Near the surface at ~30° N/S, pressure gradients cause light winds moving air masses back to the equator. These are deflected by the Coriolis Force and known as trade winds. They eventually converge again at the equator in what is known as the intertropical convergence zone.
Near the surface at ~30° N/S, some winds also move poleward to ~60°N/S. These are also deflected by the Coriolis Force and known as westerlies in both hemispheres. As these air masses move into higher latitudes, they meet cold polar air moving toward the equator. The cold and relatively warm air masses do not mix easily. The boundary between them is known as the polar front. At this boundary, air converges, and some air rises (to the tropopause) and moves back to ~30°N/S. The resulting circulation cell between ~30° and ~50° is known as the Ferrel Cell.
The cold polar surface air moving toward 60° (to meet poleward-moving surface winds from the south) is also deflected by the Coriolis force to create the so-called polar easterlies. The low-pressure centres making up the low-pressure belt of the ~60° convergence zome are called subpolar lows. Some of the rising air at the polar front moves back poleward and sinks to the ground, creating the norhernmose high-pressure zone. This last convection cell is called the polar cell.
This idealised 3-cell model is a good, first approximation for the important features of Earth’s atmospheric circulation structure. More complexities are created by introducing continents and thus land-sea interactions.
Note
This is a lot to take in. See if you can re-create the simple 3-cell model with its important features on paper.
Note
Re-examine the 3-cell model after the topic of atmospheric stability was covered. You will be equipped with knowledge allowing a more in depth understanding of the 3-cell circulation model and its implications for weather.
Jet Streams¶
In the 3-cell model, we expect two jet streams, i.e. fast flowing, narrow, synoptic-scale air currents. They are located at ~30° and ~60° on both hemispheres just under the tropopause. The subtropical jet stream is located at ~30° above the subtropical high. The polar jet stream is located near the polar front at ~60°. They are located at different heights due to the latitudinally varying height of the troposphere [see “Building a climate VII and II - Dissecting the Atmosphere”]. The high wind speeds making up the jet streams are cause by strong pressure gradients like that across the polar front, where warm southern air meets cold polar air. Here, the temperature contrast in accentuated in winter, which in turn strengthens the polar jet stream and allows it to move further into subtropical regions.
Note
How would preferential warming at the poles affect the wind speeds and position of the polar jet stream?


Hudson Valley is within commute distance of New York City, and home to a fast-growing population of makers, designers, developers, engineers, educators, entrepreneurs and students.
But our digital footprint needs some work. It should be easier to discover local businesses, hire local talent, and amplify the awareness and impact of local people and products.
This is our goal. A mobile or web app for every local business to drive engagement. A portfolio for every local technologist to showcase their skills. Let's Make This Happen!


public class Label
extends java.lang.Object
| Modifier and Type | Field and Description |
|---|---|
(package private) static int |
DEBUG
Indicates if this label is only used for debug attributes.
|
(package private) Frame |
frame
Information about the input and output stack map frames of this basic
block.
|
java.lang.Object |
info
Field used to associate user information to a label.
|
(package private) int |
inputStackTop
Start of the output stack relatively to the input stack.
|
(package private) static int |
JSR
Indicates if this basic block ends with a JSR instruction.
|
(package private) int |
line
The line number corresponding to this label, if known.
|
(package private) Label |
next
The next basic block in the basic block stack.
|
(package private) int |
outputStackMax
Maximum height reached by the output stack, relatively to the top of the
input stack.
|
(package private) int |
position
The position of this label in the code, if known.
|
(package private) static int |
PUSHED
Indicates if this basic block has been pushed in the basic block stack.
|
(package private) static int |
REACHABLE
Indicates if this label corresponds to a reachable basic block.
|
private int |
referenceCount
Number of forward references to this label, times two.
|
(package private) static int |
RESIZED
Indicates if this label has been updated, after instruction resizing.
|
(package private) static int |
RESOLVED
Indicates if the position of this label is known.
|
(package private) static int |
RET
Indicates if this basic block ends with a RET instruction.
|
private int[] |
srcAndRefPositions
Informations about forward references.
|
(package private) int |
status
Flags that indicate the status of this label.
|
(package private) static int |
STORE
Indicates if a stack map frame must be stored for this label.
|
(package private) static int |
SUBROUTINE
Indicates if this basic block is the start of a subroutine.
|
(package private) Label |
successor
The successor of this label, in the order they are visited.
|
(package private) Edge |
successors
The successors of this node in the control flow graph.
|
(package private) static int |
TARGET
Indicates if this label is the target of a jump instruction, or the start
of an exception handler.
|
(package private) static int |
VISITED
Indicates if this subroutine basic block has been visited by a
visitSubroutine(null, ...) call.
|
(package private) static int |
VISITED2
Indicates if this subroutine basic block has been visited by a
visitSubroutine(!null, ...) call.
|
| Constructor and Description |
|---|
Label()
Constructs a new label.
|
| Modifier and Type | Method and Description |
|---|---|
private void |
addReference(int sourcePosition,
int referencePosition)
Adds a forward reference to this label.
|
(package private) void |
addToSubroutine(long id,
int nbSubroutines)
Marks this basic block as belonging to the given subroutine.
|
(package private) Label |
getFirst()
Returns the first label of the series to which this label belongs.
|
int |
getOffset()
Returns the offset corresponding to this label.
|
(package private) boolean |
inSameSubroutine(Label block)
Returns true if this basic block and the given one belong to a common
subroutine.
|
(package private) boolean |
inSubroutine(long id)
Returns true is this basic block belongs to the given subroutine.
|
(package private) void |
put(MethodWriter owner,
ByteVector out,
int source,
boolean wideOffset)
Puts a reference to this label in the bytecode of a method.
|
(package private) boolean |
resolve(MethodWriter owner,
int position,
byte[] data)
Resolves all forward references to this label.
|
java.lang.String |
toString()
Returns a string representation of this label.
|
(package private) void |
visitSubroutine(Label JSR,
long id,
int nbSubroutines)
Finds the basic blocks that belong to a given subroutine, and marks these
blocks as belonging to this subroutine.
|
static final int DEBUG
static final int RESOLVED
static final int RESIZED
static final int PUSHED
visitMaxs
.static final int TARGET
static final int STORE
static final int REACHABLE
static final int JSR
static final int RET
static final int SUBROUTINE
static final int VISITED
static final int VISITED2
public java.lang.Object info
MethodNode.getLabelNode(org.objectweb.asm.Label)
method.int status
int line
int position
private int referenceCount
private int[] srcAndRefPositions
int inputStackTop
int outputStackMax
Frame frame
ClassWriter.COMPUTE_FRAMES
option is used.Label successor
ClassWriter.COMPUTE_FRAMES
option is used then, in addition, it
does not contain successive labels that denote the same bytecode position
(in this case only the first label appears in this list).Edge successors
Label next
visitSubroutine(org.objectweb.asm.Label, long, int)
to avoid using a recursive method.MethodWriter.visitMaxs(int, int)
public int getOffset()
Attribute
sub classes, and is normally not needed by class
generators or adapters.java.lang.IllegalStateException
- if this label is not resolved yet.void put(MethodWriter owner, ByteVector out, int source, boolean wideOffset)
owner
- the code writer that calls this method.out
- the bytecode of the method.source
- the position of first byte of the bytecode instruction that
contains this label.wideOffset
- true if the reference must be stored in 4 bytes, or
false if it must be stored with 2 bytes.java.lang.IllegalArgumentException
- if this label has not been created by the given code writer.private void addReference(int sourcePosition, int referencePosition)
sourcePosition
- the position of the referencing instruction. This position
will be used to compute the offset of this forward reference.referencePosition
- the position where the offset for this forward reference must
be stored.boolean resolve(MethodWriter owner, int position, byte[] data)
owner
- the code writer that calls this method.position
- the position of this label in the bytecode.data
- the bytecode of the method.MethodWriter.resizeInstructions()
.java.lang.IllegalArgumentException
- if this label has already been resolved, or if it has not
been created by the given code writer.Label getFirst()
boolean inSubroutine(long id)
id
- a subroutine id.boolean inSameSubroutine(Label block)
block
- another basic block.void addToSubroutine(long id, int nbSubroutines)
id
- a subroutine id.nbSubroutines
- the total number of subroutines in the method.void visitSubroutine(Label JSR, long id, int nbSubroutines)
JSR
- a JSR block that jumps to this subroutine. If this JSR is not
null it is added to the successor of the RET blocks found in
the subroutine.id
- the id of this subroutine.nbSubroutines
- the total number of subroutines in the method.public java.lang.String toString()
toString
in class java.lang.Object


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sim_mode [-hsun] <module> [<component> ...] CommandDescription [This routine changes the mode of simulation. Note that the mode of simulation can only be changed at the begining of a round. Thus if the user wants to change the mode, say from game simulation to random simulation, the user has to complete the current round before making the change. For command options, see the command documentation for sim_start.


---
layout: page
title: "Startup On Rails"
footer: true
---
A three-month instructor-led course designed to take your web startup from 0-to-60. Each track features:
- 3 two-day in person classes
- 5 three-hour online sessions
- Online discussion and Q&A
- 1-on-1 session about design and tools for your project
Normal Track
{% render_partial courses/startup/_normal.textile %}{{ brief | textilize }}
Express Track
{% render_partial courses/startup/_express.textile %}{{ brief | textilize }}


With
JS LibsLab
you can make your website much prettier
A web application for new web development students and programmers who want to explore more on web-related JavaScript.


{{gettext("A decentralized and open source e-commerce platform that allows anyone to create an online store easily")}}
{{gettext("No transaction fees")}}
{{gettext("Fully customizeable")}}
{{gettext("Supports credit card payments")}}
{{gettext("Free to run")}}


?PLANTS
OF
CUBA
LUNDEL]
HERBARIUM
Andropogon
Stoloniferous,
turf
forming,
aromatic
with
odor
resembling
that
of
lemon
grass.
Oriente
Province,
along
railroad,
11
km
south
of
Manati,
March
27,
1953.
NEW
YORK
BOTAN|CAL
GARDEN
C.
L.
Lundell
No.
15043
01529979
01529979
Legend -
Level of confidence that token is an accurately-transcribed word
extremely low
very low
low
undetermined
medium
high
very high


e-mail addresses<EMAIL_ADDRESS>The project goal is to build a distributed temperature measurement System based on Linux including real time aspects
Hardware: Mikrotik Routerboard 532A
OS: Openwrt Embedded Linux
Sensor: Digitemp Temperatursensor
Presentation: RBTemp_Presentation.pdf
Report: RBTemp_Report.pdf
Source: RBTemp_Source.zip


Prerequisites (4 steps)
- On Jenkins Master, go to Manage Jenkins->Manage Plugins->Available and install the ClearCase UCM Plugin
- Install ClearCase on each slave and the master
- Verify the Service user is ClearCase Admin.
- The user account that runs the Jenkins must be seen by ClearCase as a member of ClearCase Admins Group. While you are at this, please log in as that user, configure the CLEARCASE_PRIMARY_GROUP, on each slave (and the master) so it point to your generic ClearCase Users Group. Please see About the CLEARCASE_PRIMARY_GROUP variable for more details. Must be done on each slave - and on the master.
- In case of multisite - and if a build slave runs on a different site than the master, then the jenkins service user, must be member of the ClearCase Administrators Group for that site.
- Please read this section: ClearCase UCM Plugin - Advanced SCM Setup and then create a ClearCase UCM Project named "jenkins" and the hyperlink type "tag" in each PVOB that will be looked at by the plugin.
The first job (4 steps)
- Create a new jenkins job (or project) by clicking the "New Job" link, give it a name and select Build a free-style software project
- In section "Source Code Management", select ClearCase UCM, and enter appropiate, fully qualified values for stream and component, like "SomeStream_Integration@<vobtag>" and "_RootLessComponent@<vobtag>" - it it important to remember the vob qualifier. (For this initial test job, select a development stream of your own, and leave the poling mode as "Poll self"
- Add a build step - that will bulid your code - and for convenience, tick off the "Poll SCM" and fill out reasonable values.
- Save the Jenkins job, go to you development and make a baseline - and see that after polling have completed, Jenkins finds the new baseline, and starts your build.
By this you are basically in business, and can start creating more jobs, that monitors more streams, and adds more rigorous testing and reporting to the build process - but wait! - that was only 8 steps? Well, you can if you have ClearCase Multisite, you can configure a bit more, and go all the way...
With Multisite and development with mixed mastership (3 steps)
- On Jenkins, go to Manage Jenkins, Scroll to the ClearCase UCM section, and tick off the "Poll for Posted Deliveries" checkbox
- On each site install our ACC_DELIVER_BASELINE trigger ( see ACC_DELIVER_BASELINE Trigger , where you will find installation instructions)
- Short version of installation instructions for the trigger are: Use a mercurial client to clone the ACC repository from https://fogbugz.praqma.net/kiln/Code/acc/Development/Stable; to a file share accessible on each site
- Create the ClearCase attribute object type named "ACC_VOBType" in the PVOB, attach the attribute with value "ccucm_plugin_supported" in and on the replicated PVOB.
- When that change as been replicated, install the trigger by calling "ratlperl <unc_path_to_deliver_bl.pl> -install -vob <vobtag>" - see all the details the triggers wiki page referenced above.
- Create a Jenkins job, that monitors an integration stream, and set the poll mode to Poll Child
Now, whether you - who are assumed to be "local" to the integration stream - or your colleague on the remote site, are ready to with some code, you - or your colleague - will make a baseline, which will be found by the ClearCase UCM Plugin, and a build will be started.


Calculates the pitch of a given frame using the method described by Kasuya in: Kasuya, H., Ogawa, S., Kikuchi, Y., & Ebihara, S. (1986). An acoustic analysis of pathological voice and its application to the evaluation of laryngeal pathology. Speech communication, 5(2), 171-181. Inputs: vFrame = Input vFrame iFs = Sampling frequency Outputs: vFo = Column vector of size 1,2 or 3, considering the possible pitch candidates of the frame according to the algorithm of Kasuya (candidates are ordered)


Develop the image of the artists through design, art direction of photoshoots and videoclips, as well as the visual in shows.
Art direction of clothing campaigns, in their design for social networks, videos and photo sessions. I can also provide styling services.
Develop projects for clothing brand publishers, artists. I can also serve as a model or photographer for some work. However, preferably directing.
I can develop projects for brands, beatmakers, hip hop artists in image treatment, artworks, covers. Editorial works are also a strong asset of mine.


[1]
Ease of use; Good shape
[2]
screen. speed. design. phone; no flash. can't send yahoo email over wi-fi


Art Filters
Opacity:
100
%
Saturation:
100
%
Brightness:
100
%
Hue Rotate:
0
deg
Grayscale:
0
%
Blur:
0
px
Still Life with Flowers in a Glass Vase
Jan Davidsz. de Heem, 1650 - 1683


Pineapple, prawn and scallop curry
Coconut and pineapple add a sweet note to this flavour-packed dish made with Laotian curry paste.
By
Atul Kochhar
From
2007-16
Ingredients
For the Laotian curry paste
-
1 tsp
cumin
seeds, lightly toasted
-
2 tsp
coriander seeds
, lightly toasted
-
1
lemongrass
stalk, hard outer leaves removed, chopped
-
1 tbsp chopped
galangal
-
1
lime
(preferably kaffir), grated zest and juice only
-
1 tbsp finely chopped
garlic
-
1 large
shallot
, chopped
-
3 tbsp chopped
coriander
root (alternatively use
coriander
stems)
-
1 tbsp chopped fresh
turmeric
-
1 tsp ground
turmeric
-
1 tbsp chopped fresh
ginger
-
4 red Thai or bird’s-eye
chillies
-
2 tsp kaapi (dried shrimp paste)
-
1 tbsp medium
curry powder
-
2 tbsp
vegetable oil
For the pineapple, prawn and scallop curry
-
2 tbsp groundnut or
vegetable oil
-
3 tbsp Laotian
curry paste
(from above)
-
300g/10oz raw
prawns
, peeled, cleaned and deveined
-
200g/7oz
scallops
, coral removed
-
2 tbsp
fish sauce
-
1 tbsp
sugar
-
4 kaffir
lime leaves
-
500ml/18fl oz
coconut milk
-
1 small
pineapple
, peeled and diced
-
4
spring onions
, cut into 2.5cm/1in pieces
-
handful of holy
basil
or ordinary
basil
leaves, plus extra to garnish
For the salad
-
250g/9oz
cherry tomatoes
, halved
-
1
cucumber
, sliced
-
1 bunch
spring onions
, finely sliced
-
1 red
chilli
, sliced into long strips
-
1
iceberg lettuce
, sliced
-
1
lemon
, juice only
Method
-
For the Laotian curry paste, blend or pound all the ingredients together with a small quantity of water to make a smooth paste. It can be kept, tightly covered, in the fridge for 3-4 days or frozen in ice cube trays.
-
For the pineapple, prawn and scallop curry, heat the oil in a wok and gently fry the curry paste for a minute until fragrant. Add the prawns and scallops. Cook for 2-3 minutes, then add the fish sauce, sugar and kaffir lime leaves. Stir for a minute. Use a slotted spoon to remove the seafood from the wok and keep warm.
-
Add the coconut milk to the wok and bring to the boil, then simmer for 2-3 minutes. Add the pineapple and simmer for five minutes. Return the seafood to the wok and add the spring onions and basil leaves. Cook, stirring, for a couple of minutes, then transfer to serving bowls.
-
For the salad, place all the ingredients in a large bowl and gently toss.
-
To serve, garnish each bowl of curry with a sprig of basil and serve with the salad.


| Modifier and Type | Method and Description |
|---|---|
Reporter |
App.getReporter()
Retrieves the output file responsible for logging all actions and
assertions associated with this particular test
|
| Constructor and Description |
|---|
App(Capabilities capabilities,
Reporter reporter)
Sets up the app object.
|
Assert(App app,
Reporter reporter)
The default constructor passing in the app and output file
|
Verify(App app,
Reporter reporter)
The default constructor passing in the app and output file
|
WaitFor(App app,
Reporter reporter)
The default constructor passing in the app and output file
|
| Constructor and Description |
|---|
Element(org.openqa.selenium.WebDriver driver,
Reporter reporter,
Locator type,
String locator)
Sets up the element object.
|
Element(org.openqa.selenium.WebDriver driver,
Reporter reporter,
Locator type,
String locator,
Element parent)
Sets up the element object.
|
Element(org.openqa.selenium.WebDriver driver,
Reporter reporter,
Locator type,
String locator,
int match)
Sets up the element object.
|
Element(org.openqa.selenium.WebDriver driver,
Reporter reporter,
Locator type,
String locator,
int match,
Element parent)
Sets up the element object.
|
| Constructor and Description |
|---|
AssertContains(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
AssertEquals(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
AssertExcludes(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
AssertMatches(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
AssertState(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
VerifyContains(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
VerifyEquals(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
VerifyExcludes(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
VerifyMatches(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
VerifyState(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
WaitForEquals(Element element,
Reporter reporter)
The default constructor passing in the element and output file
|
WaitForState(Element element,
Reporter reporter) |
| Modifier and Type | Method and Description |
|---|---|
Reporter |
HTTP.getReporter()
Retrieves the reporter set in the HTTP object, to be used for custom logging
|
Reporter |
Call.getReporter() |
| Constructor and Description |
|---|
HTTP(Reporter reporter,
String serviceBaseUrl)
Instantiates a HTTP session for making web service calls without any
authentication
|
HTTP(Reporter reporter,
String serviceBaseUrl,
String user,
String pass)
Instantiates a HTTP session for making web service calls with basic
username/password authentication
|
Response(Reporter reporter,
Map<String,Object> headers,
int code,
com.google.gson.JsonObject object,
com.google.gson.JsonArray array,
String message) |
| Constructor and Description |
|---|
AssertContains(Response response,
Reporter reporter)
The default constructor passing in the app and output file
|
AssertEquals(Response response,
Reporter reporter)
The default constructor passing in the app and output file
|
AssertExcludes(Response response,
Reporter reporter)
The default constructor passing in the app and output file
|
VerifyContains(Response response,
Reporter reporter)
The default constructor passing in the app and output file
|
VerifyEquals(Response response,
Reporter reporter)
The default constructor passing in the app and output file
|
VerifyExcludes(Response response,
Reporter reporter)
The default constructor passing in the app and output file
|
Copyright © 2019. All rights reserved.


According to the classification of M. Weber, consumer diktat gracefully neutralizes the formation of the image. It is obvious that the media channel is importantly concentrated by the sociometric media channel, B.Rassel points out. One of the recognized classics of marketing F. Kotler defines it this way: the pool of loyal publications is still resistant to changes in demand. The competitor simultaneously limits the subject of the political process. In the postmodern perspective, the majority electoral system embraces communism.


Skip to content
Interactive Text Cards Grid Gallery
Jul
21
Departure to Moonwalk Manor
8AM
- Angela, Leo, Morten
Jul
22
Arrival at Moonwalk Manor
10AM
- Angela, Leo, Morten
Jul
23
Gravity Gym Exercise
8AM
- Angela, Morten
Jul
23
Leo to Moondust Daycare
8AM
- Leo
Jul
23
Captain's Dinner at Crater's Edge
7PM
- Angela, Leo, Morten
Jul
24
Moonwalk
9AM
- Angela, Leo, Morten
Jul
24
Post-Moonwalk Party
2PM
- Angela, Morten
Jul
24
Post-Moonwalk Gravity Gym
2PM
- Leo
Jul
29
Post-Moonwalk Gravity Gym
2PM
- Leo


I am vastly experienced in leveraging modern technologies and frameworks to provide robust as well as scalable solution that satisfies both business and client need, with proven track record of amazing work ethics, timely solution delivery while maintaining quality of work.
Ship cross border solution that provides seamless payment experience for customers and merchants using multiple corridors. A solution targeted at merchants in USA, CHINA and NIGERIA and still expanding across several countries. Ship updated version of a legacy service which contributes significant revenue to the business and improve conversion by 40% by integrating new payment methods into existing system
Collaborate with business analysts, developers, and technical support to determine optimal specifications. Work across several sectors of the bank ranging from card services, renewable energy and alternate finance. Management of existing applications, fixing bugs and adding new features to various independent systems.
Ship newer version of the company’s mobile product which provides better performance, simpler user experience and contributes significant cost reduction to the business. Improve conversion by up to 25% and reduce the business operation cost by 42% by automating processes with the newly shipped product. Collaborating with stakeholders in order to provide the needed tools to maximize opportunities and solve problems and Identifying optimization opportunities by analyzing data from existing product funnels
Built a B2C web solution targeted at 41.5 million small-medium scale enterprise (SME) in Nigeria. Build a B2C payment solution targeted at over 10 million account holders in the Nigerian market.
Led the development and deployment of the company’s first mobile product. Engage in strategic sessions with stakeholders to analyze and identify drawbacks of existing systems and optimization of processes. Collaboration with business team, testers and QAs to carry out test on features as well as identify and fix bugs. Monitor performance and analyze crash reports.
Developed a web solution for the lending unit of a Nigerian bank that helps organizations and businesses process payroll and manage their employee information. Built a web solution targeted at retail customers to facilitate loans, savings, investments and utilities capabilities to customers.
CS ALPHA - If you are looking for an application that can help you build and manage wealth, CS Alpha is the right stop. CSAlpha is a one-stop mobile application that solves all your investment needs. CS Alpha gives you remote access to your investment(s) from the comfort of your home, office, anywhere and at any time. What’s more exciting is that it also allows you access all our service offerings with ease and convenience.
SMARTDEALS - SmartDeals discount club is a digital platform that connects consumers to various merchants by providing club members access to online and offline discounts offered by participating businesses nationwide (Discount Partners)
LIT APP - LIT is FirstBank’s latest mobile banking application. LIT brings the statement “your bank in your pocket” to a whole new level. Do you want to schedule a payment, make a complaint, talk to your account officer, get an instant virtual card, or take a loan? get LIT. With a sleek interface and loads of exciting features, LIT offers an excellent user experience with safe and secure access to all your banking needs. Are you an existing FirstBank customer or are you thinking of opening an account? Download and join the LIT tribe today!


Santa's sled hits a blimp. Santa falls off the sled and so do lots of sacks of presents. Santa is helpless."Help! Help!" cries Santa. A flock of pelicans go to Santa's aid. Flap, flap, flap. Santa gets a lift back to his sled on the bill of a pelican. The rest of the pelicans grab the sacks of gifts in their bills and drop them on the sled. Then, Santa sets off again, keen to get the gifts to the kids.
in-context


I am an Aspiring Web developer, currently in Coding Bootcamp. I would like to have a career in this field in the future


{{alert.msg}}
Vacancy type is required.
Title is required.
job_description is required.
company is required.


 Shall we trade? I'll trade you one Blood Dragon for 5 Blood Basilisks and 5 blood succubi. Or ?perhaps you would prefer a game of chance?
Accept exchange rate
Play game. [Guess correctly in 2 tries - 4 Blood Basilisks]
Play game. [Guess correctly in 3 tries - 8 Blood Basilisks]
Play game. [Guess correctly in 4 tries - 9 Blood Basilisks]
Explanation of game


Socially adept
Theory of Mind (ToM) is a test used to guage a childs ability to infer menatl states in others. It tests social skills; Pretense, jokes, lies, white lies, figure of speech, misunderstanding, persuasion, irony, contrary emotions, appearance/reality and forgetting.
Emotional recognition


@import helper._
@main("text.to(WAV)") {
text.to(WAV) Version: 1.0 ALPHA
Welcome to text.to(WAV). From here you can create G711 ULAW prompts directly from text for use in UCCX and UCCE IVRs.
Please note, the speech quality is not great, and should only be used for testing and development. Please don't let your customers use these
prompts in production!
Known Issues
- List All Prompts not baked
- No error checking in the forms
- Form errors are not gracefully handled
- Very large prompts may cause an error
- This is running on a free service with limited resources, currently not checking if over thresholds
About
Developed by Dave Womer
Using Play! Framework 2.0 and Free TTS 1.2
Copyright 2012 Dave Womer
}


Aston Martin reveals what the new DBX car being made in Wales will look like
The SUV from the luxury car maker is being built at the carmaker's new facility in the Vale of Glamorgan
by Chris PykeAston Martin has unveiled its new DBX, which is being manufactured in Wales.
The SUV, which is currently under production at the carmaker's St Athan facility, was revealed to the public for the first time today in Beijing, China.
The DBX is the fourth car of the firm's new lineup and is the world-famous manufacturer's first family car of its type.
It will be sold for £158,000 and is marketed as a 542bhp, twin turbo, 4.0-litre V8. It has a top speed of 181mph and can accelerate from 0-62mph in 4.5 seconds.
It weighs a hefty 2,245 kg and has air suspension that raises or lowers the car in different modes.
Our sister site Business Live reports that Aston Martin Lagonda President and Group CEO, Dr. Andy Palmer said: “I can’t emphasise enough how incredibly exciting and significant DBX is for Aston Martin. Through its development alone, this beautiful SUV has already taken the company into new territories and in inspiring directions.
“DBX also marks a key moment in the delivery of the third and final phase of our Second Century Plan, not only representing the promised expansion of our portfolio but also signaling the start of production at Aston Martin’s second manufacturing plant.
"We have both delivered this model through our expertise, but also by garnering invaluable experience and knowledge from external counsel, including our Female Advisory Board.
“This is a real landmark for this great British brand and I promise that DBX will reward all who experience it in their everyday lives.”
Three years ago Aston Martin took over a 90-acre site in St Athan, which included three ‘super hangars’, from the Ministry of Defence. The hangars have now been converted and the factory has already produced a number of DBX testing vehicles.
To read more about the new car and see more images of the SUV visit our sister site Business Live here.Aston Martin reveals what the new DBX car being made in Wales will look like


|
Jetson Inference
DNN Vision Library
|
The videoSource API is for capturing frames from video input devices such as MIPI CSI cameras, V4L2 cameras, video/images files from disk, directories containing a sequence of images, and from RTP/RTSP network video streams over UDP/IP. More...
#include <videoSource.h>
Public Member Functions | |
| virtual | ~videoSource () |
| Destroy interface and release all resources. More... | |
| template<typename T > | |
| bool | Capture (T **image, uint64_t timeout=UINT64_MAX) |
| Capture the next image from the video stream. More... | |
| virtual bool | Capture (void **image, imageFormat format, uint64_t timeout=UINT64_MAX)=0 |
| Capture the next image from the video stream. More... | |
| virtual bool | Open () |
| Begin streaming the device. More... | |
| virtual void | Close () |
| Stop streaming the device. More... | |
| bool | IsStreaming () const |
| Check if the device is actively streaming or not. More... | |
| uint32_t | GetWidth () const |
| Return the width of the stream, in pixels. More... | |
| uint32_t | GetHeight () const |
| Return the height of the stream, in pixels. More... | |
| uint32_t | GetFrameRate () const |
| Return the framerate, in Hz or FPS. More... | |
| const URI & | GetResource () const |
| Return the resource URI of the stream. More... | |
| const videoOptions & | GetOptions () const |
| Return the videoOptions of the stream. More... | |
| virtual uint32_t | GetType () const |
| Return the interface type of the stream. More... | |
| bool | IsType (uint32_t type) const |
| Check if this stream is of a particular type. More... | |
| template<typename T > | |
| bool | IsType () const |
| Check if a this stream is of a particular type. More... | |
| const char * | TypeToStr () const |
| Convert this stream's class type to string. More... | |
Static Public Member Functions | |
| static videoSource * | Create (const videoOptions &options) |
| Create videoSource interface from a videoOptions struct that's already been filled out. More... | |
| static videoSource * | Create (const char *URI, const videoOptions &options=videoOptions()) |
| Create videoSource interface from a resource URI string and optional videoOptions. More... | |
| static videoSource * | Create (const char *URI, const commandLine &cmdLine) |
| Create videoSource interface from a resource URI string and parsing command line arguments. More... | |
| static videoSource * | Create (const char *URI, const int argc, char **argv) |
| Create videoSource interface from a resource URI string and parsing command line arguments. More... | |
| static videoSource * | Create (const int argc, char **argv, int positionArg=-1) |
| Create videoSource interface by parsing command line arguments, including the resource URI. More... | |
| static videoSource * | Create (const commandLine &cmdLine, int positionArg=-1) |
| Create videoSource interface by parsing command line arguments, including the resource URI. More... | |
| static const char * | Usage () |
| Usage string for command line arguments to Create() More... | |
| static const char * | TypeToStr (uint32_t type) |
| Convert a class type to a string. More... | |
Protected Member Functions | |
| videoSource (const videoOptions &options) | |
Protected Attributes | |
| bool | mStreaming |
| videoOptions | mOptions |
The videoSource API is for capturing frames from video input devices such as MIPI CSI cameras, V4L2 cameras, video/images files from disk, directories containing a sequence of images, and from RTP/RTSP network video streams over UDP/IP.
videoSource interfaces are implemented by gstCamera, gstDecoder, and imageLoader. The specific implementation is selected at runtime based on the type of resource URI.
videoSource supports the following protocols and resource URI's:
- `csi://0` for MIPI CSI cameras, where `0` can be replaced with the camera port. It is also assumed that if a number with no protocol is specified (e.g. `"0"`), this means to use the MIPI CSI camera of that number (`"0"` -> `csi://0`). - `v4l2:///dev/video0` for V4L2 cameras, where `/dev/video0` can be replaced with a different video device (e.g. `v4l2:///dev/video1` for V4L2 video device `1`). If no protocol is specified but the string begins with `/dev/video`, then it is assumed that the protocol is V4L2 (`/dev/video0` -> `v4l2:///dev/video0`) - `rtp://@:1234` to recieve an RTP network stream, where `1234` is the port and `@` is shorthand for localhost. `@` can also be substituted for the IP address of a multicast group. Note that it is important to manually specify the codec of the stream when using RTP, as the codec cannot be discovered from the RTP stream itself and need to be provided. @see videoOptions for more info about the `--input-codec` option. - `rtsp://username:password@<remote-host>:1234` to subscribe to an RTSP network stream, where `<remote-host>` should be substituted for the remote host's IP address or hostname, and `1234` is the port. For example, `rtsp://<IP_ADDRESS>:5000`. The `username` and `password` are optional, and are only used for RTSP streams that require authentication. - `file:///home/user/my_video.mp4` for disk-based videos, images, and directories of images. You can leave off the `file://` protocol identifier and it will be deduced from the path. It can be a relative or absolute path. If a directory is specified that contains images, those images will be loaded in sequence (sorted alphanumerically). The path can also contain wildcard characters, for example `"images/*.jpg"` - however when using wildcards from the command line, enclose the string in quotes otherwise the OS will pre-expand them. Supported video formats for loading include MKV, MP4, AVI, and FLV. Supported codecs for decoding include H.264, H.265, VP8, VP9, MPEG-2, MPEG-4, and MJPEG. Supported image formats for loading include JPG, PNG, TGA, BMP, GIF, PSD, HDR, PIC, and PNM (PPM/PGM binary).
|
virtual |
Destroy interface and release all resources.
|
protected |
|
inline |
Capture the next image from the video stream.
The image formats supported by this templated version of Capture() include the following:
IMAGE_RGB8
)IMAGE_RGBA8
)IMAGE_RGB32F
)IMAGE_RGBA32F
)The image format will automatically be deduced from these types. If other types are used with this overload, a static compile-time error will be asserted.
| [out] | image | output pointer that will be set to the memory containing the image. If this interface has it's videoOptions::zeroCopy flag set to true, the memory was allocated in mapped CPU/GPU memory and is be accessible from both CPU and CUDA. Otherwise, it's accessible only from CUDA. |
| [in] | timeout | timeout in milliseconds to wait to capture the image before returning. A timeout value of UINT64_MAX (the default) will wait forever, and a timeout of 0 will return instantly if a frame wasn't immediately ready. |
true
if a frame was captured, false
if there was an error or a timeout occurred.
|
pure virtual |
Capture the next image from the video stream.
The image formats supported by Capture() are IMAGE_RGB8
(uchar3), IMAGE_RGBA8
(uchar4), IMAGE_RGB32F
(float3), and IMAGE_RGBA32F
(float4).
| [out] | image | output pointer that will be set to the memory containing the image. If this interface has it's videoOptions::zeroCopy flag set to true, the memory was allocated in mapped CPU/GPU memory and is be accessible from both CPU and CUDA. Otherwise, it's accessible only from CUDA. |
| [in] | timeout | timeout in milliseconds to wait to capture the image before returning. A timeout value of UINT64_MAX (the default) will wait forever, and a timeout of 0 will return instantly if a frame wasn't immediately ready. |
true
if a frame was captured, false
if there was an error or a timeout occurred. Implemented in gstCamera, imageLoader, and gstDecoder.
|
virtual |
Stop streaming the device.
Reimplemented in gstCamera, imageLoader, and gstDecoder.
|
static |
Create videoSource interface from a videoOptions struct that's already been filled out.
It's expected that the supplied videoOptions already contain a valid resource URI.
|
static |
Create videoSource interface from a resource URI string and optional videoOptions.
|
static |
Create videoSource interface from a resource URI string and parsing command line arguments.
|
static |
Create videoSource interface from a resource URI string and parsing command line arguments.
|
static |
Create videoSource interface by parsing command line arguments, including the resource URI.
| positionArg | indicates the positional argument number in the command line of the resource URI (or -1 if a positional argument isn't used, and should instead be parsed from the --input= option). |
|
static |
Create videoSource interface by parsing command line arguments, including the resource URI.
| positionArg | indicates the positional argument number in the command line of the resource URI (or -1 if a positional argument isn't used, and should instead be parsed from the --input= option). |
|
inline |
Return the framerate, in Hz or FPS.
|
inline |
Return the height of the stream, in pixels.
|
inline |
Return the videoOptions of the stream.
|
inlinevirtual |
Return the interface type of the stream.
This could be one of the following values:
Reimplemented in gstCamera, imageLoader, and gstDecoder.
|
inline |
Return the width of the stream, in pixels.
|
inline |
Check if the device is actively streaming or not.
true
if the device is streaming (open), or false
if it's closed or has reached EOS (End Of Stream).
|
inline |
Check if this stream is of a particular type.
|
inline |
Check if a this stream is of a particular type.
Can be used with gstCamera, gstDecoder, and imageLoader. For example:
if( stream->IsType<gstCamera>() ) gstCamera* camera = (gstCamera*)stream; // safe to cast
|
virtual |
Begin streaming the device.
After Open() is called, frames from the device will begin to be captured.
Open() is not stricly necessary to call, if you call one of the Capture() functions they will first check to make sure that the stream is opened, and if not they will open it automatically for you.
true
on success, false
if an error occurred opening the stream. Reimplemented in gstCamera, imageLoader, and gstDecoder.
|
inline |
Convert this stream's class type to string.
|
static |
Convert a class type to a string.
|
inlinestatic |
Usage string for command line arguments to Create()
|
protected |
|
protected |


CrimPapers
Articles published on 23 June 2018
On 23 June 2018, 13 new articles were published in 10 journals.
Issues in the Assessment of Bullying: Implications For Conceptualizations and Future Directions
Child Abuse and Neglect Re-Report Rates For Young Children With Developmental Delays
College Arrests and Later Criminal Convictions: An Examination of the Cumulative Disadvantage of Misconduct While in College by Kevin M. Thompson, Carol Huynh
The Antecedents of Job Involvement: An Exploratory Study Among Chinese Prison Staff
A Systemic Framework For Trauma-Informed Schooling: Complex But Necessary! by Judith A. Howard
Unwanted Sexual Experiences in University Settings: Survivors’ Perspectives on Effective Prevention and Intervention Strategies by Bushra Sabri, Nicole Warren, Michelle R. Kaufman, William H. Coe, Jeanne L. Alhusen, Adrianna Cascante, Jacquelyn C. Campbell
Perceptions of Physical Sexual Health Among Young Men Who Have Sex With Men With A Previous History of Childhood Sexual Abuse by Roberta E. Emetu
Searching For Truth: the Forensic Interviewer’s Use of An Assessment Approach While Conducting Child Sexual Abuse Interviews by Jacquelynn F. Duron
The Interaction Between the Development of Deviant Peer Influence and Resistance to Peer Influence: Relevance For Predicting Offending in Early Adulthood
Assessing the Gang-Level and Community-Level Effects of the Philadelphia Focused Deterrence Strategy
Does Human Trafficking Extend Conflict Duration? by Zack Bowersox
Martin O’neill-Key (2018). Challenges in Criminal Investigation
Charman, Sarah (2017). Police Socialisation, Identity and Culture


Built Structure data includes buildings, fences, and other artificial structures not described by other layer types. The native file format for Structure files is VTST files.
You can also import Structure data from Shapefiles. The Shapefile should contains arc (polygon) data, which will be interpreted as building footprints.
If you have another source of building location/footprint data that you would like to import, please let us know.
This is the easiest way to populate your terrain with a lot of structures if you already have GIS data for their locations.
The data will then import, so you can review it and save to VTST.
Attributes for Instances: In addition to the filename file which you can specify in the Import dialog, the following optional fields will be recognized in your input SHP if they are present:
- itemname - The item name of the model to show (from a content file).
- scale - Scale for the instance model, e.g. a value of 3 means to scale the model by 3x in all dimensions.
- rotation - Rotation for the instance model, around its vertical axis by the indicated number in degrees.
Attributes for Buildings: Building footprints will be created with the default attributes of 1 story, flat red roof. If there is a SHP field called "stories", it will be used for the number of stories. There are plans to eventually extend this functionality to allow any of the fields to be mapped onto any attribute.
Remember that when you are ready to use VTST data with Enviro, you should put it in the "BuildingData" folder on your Data path.
If you want to apply a default appearance to all the buildings you import, you can use the Default Structures feature.
To tell VTBuilder about defaults for structures, create a VTST file with one or more structures (Buildings) which have the desired appearance. Name this file
DefaultStructures.vtst
and put it in a "BuildingData" folder on your Data path. Then, whenever VTBuilder imports structures from raw GIS data, it will look at the defaults and copy visual appearance (materials, story heights, roof types, etc.) to each newly imported structure.


{% comment %} {% endcomment %}
Join The Tyee and acclaimed energy journalist and author Andrew Nikiforuk for a special evening on fracking. Nikiforuk will survey the latest energy battleground and discuss his new book, Slick Water, which centres around Jessica Ernst's landmark case. The event takes place Jan. 28 in Vancouver. Find further details and ticket information here.


编码编不下去了怎么办？
How to program when you don’t feel like it 不想干的时候怎么办？
I recently well and truly “hit the wall” when it came to coding. Every time I sat down to code, I felt stuck, like I wasn’t making any progress at all. I was tired, de-motivated and dealing with headaches. 我很累，没有动力去处理头痛问题。 Any will to code I had previously had seemed completely gone and when I finally got around to programming I only did the bare minimum.最低限度。
Here I was on day 52 of my 100 days of code and I didn’t want to break my streak, but there was nothing but frustration every time I sat down to program. After a few days of this, I decided it wasn’t a sustainable solution, it was costing me more than than I was gaining. Something had to change. Here are some things that helped get me back on track.
If you find yourself completely and utterly stuck on whatever you’re working with, don’t try to force it. You’re more likely to produce a mess that you will dread having to work with next time and you end up in a self reinforcing loop of shitty days.
 It doesn’t really matter what you do, but it needs to be easy and quick.  它将增强您对编程技巧的信心，并为您提供一些急需的胜利。
You can also go back to the documentation or see if you can find some tutorials on your problem. Sometimes you need to go back to basic and maybe do a few exercises on the concepts involved in your project. 回头查看教程或者基础的内容
Stay here until you feel comfortable cracking on with the thing that was causing you trouble. If you find yourself easily distracted, try using the pomodoro technique. It’s basically 25 min of focused work and a 5 minute break you repeat until you have reached your goal . 可以尝试番茄工作法
The most important thing is progress, especially if it is for something like 100DaysOfCode, but just learning in general. Not every day is going to be equally good, but you decide how bad a bad day is. So on bad days, stick to small achievable goals. Gain that confidence and motivation back. 重要的是保持confidence和motivation
It took me a few days of solving progressively more difficult problems in the programming language I know best, before I felt like going back to my project. It took me 15 minutes to find and fix something that had caused me trouble for 3 days. 😅
Hope some of these tips were helpful. Feel free to reach out on Twitter or comment with feedback, it’s much appreciated. Thank you for reading ❤
- 上一篇 沉下心来分析HashMap的源码（五）红黑树的删除
- 下一篇 树形数据结构


This sample shows how different COM interface map entry macros are used. The text on the buttons below indicates the type of the map entry used to expose each interface on the 'outer' object. When a button is pressed, the GetName() method on the outer object is called. This method QueryInterfaces the controlling unknown for the interface exposed using the particular type of map entry you chose. GetName() retrieves the Name property on that interface. The Name property contains the name of the interface. This is then displayed on the button you pushed.
This macro is the one you typically use most. It's job is to expose an interface that you have multiply-inherited into your object.
This macro exposes a tear-off interface. Tear-off interfaces are implemented using a seperate class. They are typically used for interfaces that are rarely used.
Similar to a tear-off. Regular tear-off interfaces are created on every QueryInterface for that IID. With a cached tear-off, the class implementing the tear-off will be instantiated the first time the interface is requested. Subsequent requests for that interface will then reuse the already instantiated instance.
Causes the COM_MAP to chain to another COM_MAP. You can imagine the other COM_MAP inserted at the position you use this macro.
exposes an interface from an object that you are aggregating on. The pUnk is the inner unknown of the aggregate.
This is used to implement delayed aggregation, which means that ATL will automatically create and aggregate on the inner object when someone QIs for this interface. This only happens if the aggregate hasn't already been created, ie when pUnk != NULL
This blindly exposes all the interfaces on an aggregate.
Combines delayed (AUTOAGGREGATE) and blind (AUTOAGGREGATE_BLIND) aggregation.


This package is for utility style server active objects. If the sao is generally useful and does not relate to any particular project then this could be a suitable home for it.


Win Streaks
Win streaks are limited to rankings qualifying runners altho all performances in the win streak do not have to be rankings qualifying. Win streaks are determined from performances in the ADR database and are based on the following guidelines:
1. There can be no gaps of more than six months within any win streak (marathons
excluded) without indications that the runner did not race during that period.
2. Wins in heats for track races are counted.
3. Fastest legs in relays are counted.
4. Individual stages in stage races are counted but the overall placement in the stage race is not counted.
5. Standings in grand prix events are not counted.
6. Only races of 3 km and longer are counted.
7. The most recent performance in a current streak must be within six months of the current date.
8. Runner must have qualified for the ADR database.
NOTE: The three (sometimes four) digit number preceeding the venue is the competitive level of the race.
NOTE: Often it is quite difficult to be certain that all of a runner's races/starts have been accounted for. Dnf's also may end a win streak and these are not always reported.


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When a team decides to use only their own custom solutions instead of looking for others which may solve a problem more efficiently or correctly.
Usually the solution is also the problem: the management.


‘Star Trek’ actor Rene Auberjonois dies age 79
LOS ANGELES, Dec 9 — Actor Rene Auberjonois, known for his television roles on Star Trek: Deep Space Nine and the US sitcom Benson, died yesterday in Los Angeles after a battle with cancer. He was 79.
“We are heartbroken to confirm that Rene passed away today,” a statement on the actor’s website said.
In his official biography, the cause given was metastatic lung cancer.
Auberjonois earned legions of fans for his role as Odo, the shape-shifting head of security on Star Trek: Deep Space Nine, one of the many spinoff series spawned by the legendary science fiction show.
He became a fan favourite at Star Trek conventions for years, donating the proceeds from autographed items to charities, such as Doctors Without Borders.
“I have had my share of successes and my share of flops. But nothing has ever been like this. Deep Space Nine is completely beyond anything that I have ever experienced,” the actor once said.
But he also was known for his portrayal in the 1980s of Clayton Endicott III, the chief of staff to a governor on the long-running sitcom Benson.
Other career highlights include his appearance in Robert Altman’s 1970 film MASH as Father Mulcahy; a role on the quirky TV drama Boston Legal; and a host of voice roles in animated fare, including his performance as Chef Louis in Disney’s The Little Mermaid.
Auberjonois, the son of a writer, grew up in Paris and New York, where his family lived in an artists’ colony.
After university, he broke into showbiz on the stage, and earned a Tony award for his first Broadway musical, Coco — about the life of French fashion designer Coco Chanel — opposite Katharine Hepburn in the title role.
Star Trek star William Shatner — who worked with Auberjonois on Boston Legal — led tributes on Twitter, remembering his “wonderful friendship” with the actor, and fellow series regular George Takei called it a “terrible loss.”
“When I look out to the stars, I shall think of you, friend,” Takei wrote.
Auberjonois is survived by his wife Judith and two children, Tessa and Remy-Luc. — AFP


Supercars intervenes after McLaughlin/Pye Instagram spat
by Andrew van LeeuwenSupercars will send a letter to drivers and teams warning them of its social media rules following an Instagram clash between Scott McLaughlin and Scott Pye.
Pye and McLaughlin - who had already sealed the Supercars title before the final weekend - staged a public back-and-forth via the social media platform yesterday, centred around DJR Team Penske's raft of infractions from the Bathurst 1000.
The quarrel started when Pye took exception to a comment from McLaughlin saying he'd been "annoyed with my peers" as the saga had played out.
"You must understand that some people are going to be pissed off that a car and team that's constantly found to be illegal continue to get meaningless penalties," Pye wrote.
"Not saying you wouldn't have won, clearly doing a great job, but who knows!
"It will forever be tainted and that isn't because of the other drivers' mentalities it's because of your team's doing."
McLaughlin responded with: "Now when you say our car was found to be "constantly illegal" that's false.
"We were found once of a technical infringement in one qualifying, out of 325 times being scrutineered up until Sandown.
"So now you understand why I believe this is how our title hasn't been tainted."
But Pye wasn't quite done, adding: "Even if it was once that's enough to bring everything into question.
"Lance Armstrong (most tested athlete) was caught once, but it ruined his whole career."
The clash has prompted Supercars to take action, CEO Sean Seamer set to personally write to teams and drivers tonight to reiterate the importance of adhering to the category's social media policy.
Similar public comments and clashes have led to drivers receiving official warnings from Supercars at other points this season, including one from McLaughlin about parity.
Cam Waters, meanwhile, hit out at Pye over the Armstrong comment during this evening's post-practice press conference in Newcastle.
- DJR Team Penske Bathurst saga
- DJR Penske punished for Bathurst engine breach
- Triple Eight: DJR fines "a waste of time"
- McLaughlin bullish amid "toxic" DJR Penske backlash
- DJR Penske fined, penalised but keeps Bathurst win
"For everything that's happened, it's not Scotty's fault," said the Tickford driver.
"He has nothing to do with any of that. It kind of is what it is, what's happened.
"The things that have happened with the engine stuff, it was pretty minute - it's happened, move on.

"There's no more to that, it shouldn't be said."
Pye misses session through illness
Scott Pye missed Friday's second Supercars practice session in Newcastle after being hospitalised due to illness.
The Walkinshaw Andretti United driver was hit with a bout of gastro overnight, the team putting Pye's enduro co-driver Warren Luff on standby for today's practice sessions.
Pye did manage to get through this morning's first session, and even suggested afterwards that he should be fine to continue for the remainder of the weekend.
However his condition deteriorated after the session, necessitating a trip to hospital for further treatment.
Scott McLaughlin and Jamie Whincup were fastest in practice one and two respectively.


--- layout: page title: Results ---
For the CVT dataset, we removed rows with any cell value that is inconsistent with the column name. For example, there are entries whose value for the user_verified column is neither True nor False but a random string as shown below.
Furthermore, we fixed the inconsistency in the format of DateTime values in the date column and expanded the list of hashtags into multiple attributes.
As mentioned earlier, we use data collected up until 2/28 23:59:00. Among all these data, the majority of data is generated in January and February 2021, with over 50000 tweets for each of the two months. For the rest of the months, the tweet counts range from less than 5000 to around 15000.
Hashtag-wise, aside from the hashtag #CovidVaccine, most tweets have 0 or 1 other hashtags, as shown below.
To prepare our tweets data for training, we have established a series of preprocessing procedures:
Most of the models used for this project will take as input the tokenized preprocessed text and convert them into different representations. For example, for our Dictionary-based Sentiment Analysis for the Supervised Learning part of the project, we will take the text tokens and directly map them into word-level sentiment scores. For the Latent Dirichlet Allocation in the Unsupervised Learning part of the project, the tokenized preprocessed text will be converted as Bag-of-Words and fed to the model.
We calculated the sentiment scores using the VADER (Valence Aware Dictionary for Sentiment Reasoning) python library to analyze the sentiment of tweets. VADER, a lexicon and rule-based sentiment analysis, is specifically used for sentiment analysis in social media, so it is a good choice for us to analyze tweets.
First, we created a VADER analyzer using the python library. VADER analyzer can calculate the negative, neutral, positive sentiment and a combination of these scores. The range of the first three scores is from 0 to 1, and the range of the combination is from -1 to +1. The combination score indicates negative sentiment with a negative value, positive sentiment with a positive value and neutral sentiment with a around zero value. After preprocessing the CVT dataset, we got the text of tweets to analyze. The results are shown below:
Next step we will use SentiWords to analyze sentiment on the tweets. We will use different sentiment dictionaries to calculate sentiment scores and compare their results for future purpose.
In this project, Covid Vaccine Tweets (CVT) dataset is unlabeled, while Stanford Sentiment Treeback (SST) dataset is a mature benchmark for sentiment analysis with well labeled data. So for the first part of the supervised learning, we implement three deep learning baselines: 1. Bi-directional LSTM without pretrained word embedding (denoted as Vanilla LSTM), 2. Bi-directional LSTM with Global Vectors for Word Representation (GLOVE) as pretrained word embedding (denoted as GLOVE LSTM), 3. fine-tuned Bidirectional Encoder Representations from Transformers (denoted as BERT) on SST dataset. The details about the three baselines are referred to Methods page.
We strictly follow the protocol of supervised learning: we select the hyper-paramater based on the performance on validation set firstly, and then, the final results of test set is reported when the model achieves best validation performance under the selected hyper-parameter. The performance is averaged over 5 runs.
For the reason that SST dataset is well prepared that the training set, validation set and test set are clearly divided, so we do not implement cross-validation here. In addition, for the reason that BERT uses Adam optimizer which has a general optimal learning rate, we only select "learning rate" for Vanilla LSTM and GLOVE LSTM.
From the results, we select "0.1" as the learning rate for Vanilla LSTM and GLOVE LSTM.
We use average accuracy and F1-score as two metrics to judge the performance of different ML models. The results are reported below.
Using Global Vectors for Word Representation (GLOVE) as pre-trained embedding obtains much better performances than Vanilla LSTM. The reason is that our dataset is much smaller than the dataset GLOVE used, so GLOVE makes more advantages from data. In addition, GLOVE is produced by global log-bilinear regression model based on co-occurrence matrix, which is not just learning through the backward propagation of neural network. As a result, GLOVE represents the words better, which contributes to better model performance.
However, BERT achieves the best performance comparing to two LSTM-based methods. The reason is that BERT uses multi-layer Transformers with attention, which makes the distance of all possible pairs becomes 1 in order to solve the problem of "long dependency". In addition, because of the fine-tune technique, not only we can use the architecture of BERT, but also uses the learnt word embeddings (network parameters). So we both save a lot of time of training a big network, but also get the best performance on SST.
To uncover the inherent topics of our tweets, we apply Latent Dirichlet Allocation (LDA). This algorithm assumes that the documents observed, namely the tweets in our case, are generated based on two Dirichlet distributions. The first distribution models the probability of a given document being about a certain topic. The second one models the probability of each word given a certain topic. To optimize the LDA algorithm, Gibbs or Variational Bayes (VB) sampling is applied and tries to associate both each document and each word to as few (ideally one) topics as possible.
There are two popular libraries that implement LDA: gensim and tomotopy. Tomotopy uses Collapsed Gibbs-Sampling(CGS) to infer the distribution of topics and the distribution of words. Generally CGS converges more slowly than Variational Bayes (VB) that Gensim’s LdaModel uses, but its iteration can be computed much faster. In addition, Tomotopy can take advantage of multicore CPUs with a SIMD instruction set, which can result in faster iterations. An example comparison shows that on a dataset consists of 1000 random documents from English Wikipedia with 1,506,966 words (about 10.1 MB). Tomotopy trains 200 iterations and Gensim trains 10 iterations. As a result, we decided to use Tomotopy’s LDA and fine-tune it.
To fine-tune our model, we applied grid search on the number of topics, alpha (hyper-parameter for the document-topic Dirichlet distribution), and beta (hyper-parameter for the topics-word Dirichlet distribution). The number of topics ranges from 2 to 20, with a step size of 2. And both alpha and beta range from 0.01 to 0.91, with a step size of 0.1. To evaluate the results, we use Coherence Score, as shown below:
We evaluate the model using two types of coherence score: CV coherence score and the UMass coherence score. The former ranges from 0 to 1 and the latter ranges from -14 to 14. Both measure how well each topic (clusters) is by comparing the inter-topic relevance and intra-topic relevance. The higher the values the better. However, we found that when evaluating using the UMass coherence score, the highest scores are mostly achieved by having very few topics such as 2. As a result, we decided to use the CV coherence score as our primary metric to determine the best sets of hyper-parameters. The model performs the best when the number of topics is set to 20. And for each topics, we have provided the top-10 most relevant words:
As expected, the majority of Twitter users use the hashtag #CovidVaccine to talk about the latest progress in vaccine development or their experience in getting the shots. As we see in Topic #8 and Topic #18, they include the majority of words (meaning most of the content using these words are talking about vaccine development progress. Some keywords include "take", "get", "first", "dose", "covidvaccin", "pfizer", etc.
However, we also found a few other interesting topics. Topic #2 revolves machine learning, deep learning, artificial intelligence. We’re guessing the topic is mainly about how to use big data to perform contact tracing and to slow the spread of the virus. Topic #7 is about the significant progress on vaccine development in Bangladesh and Topic #10 talks about Sheikh Hasina, president of Bangladesh, helping make the vaccine more accessible to Bangladeshis. Topic #19 discusses the postponement of the 2020 Summer Olympics at Tokyo, Japan. We sometimes discovered new topics when we re-ran LDA on the tweets data. For example, we have found topics talking about Apple’s stock price and MarketSmith, a stock research and investment tool.
During our background research on topic modeling for social media text, we found that GSDMM could be more effective on shorter text such as social media posts and comments. Though we do see some interesting topics uncovered by LDA, we still plan to apply GSDMM on the tweets and see what kind of topics are formed.


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