This guide covers the details for deploying models as web services on Azure Machine Learning.
A registered model is a logical container for one or more files that make up your model. For example, if you have a model that’s stored in multiple files, you can register them as a single model in the workspace. After you register the files, you can then download or deploy the registered model and receive all the files that you registered.
Machine learning models are registered in your Azure ML workspace. The model can come from Azure ML or from somewhere else. When registering a model, you can optionally provide metadata about the model. The tags and properties that you apply to a model registration can then be used to filter models.
When you use the SDK to train a model, you will have a corresponding Run
object. If your training script wrote the model file(s) to the 'outputs'
folder, then you can register a model directly from that training run.
# Register a single file as the model
model <- register_model_from_run(run,
model_path='outputs/my_model.rds',
model_name='my_model')
For more information, see the documentation for register_model_from_run()
You can register a model by providing the local path of the model. You can provide the path of either a folder or a single file. You can use this method to register models that were trained with Azure ML and then downloaded locally. You can also use this method to register models trained outside of Azure ML.
# Register a single file as the model
model <- register_model(ws,
model_path='my_model.rds',
model_name='my_model')
# Register a folder of files as the model
model <- register_model(ws,
model_path='my_model_dir/',
model_name='my_model')
For more information, see the documentation for register_model()
You can use the following compute targets, or compute resources, to host your web service deployment:
| Compute target | Used for | GPU support | Description |
|---|---|---|---|
| Local web service | Testing/debugging | Use for limited testing and troubleshooting. Hardware acceleration depends on use of libraries in the local system. | |
| Azure ML compute instance web service | Testing/debugging | Used for limited testing and troubleshooting. | |
| Azure Container Instances (ACI) | Testing or development | Use for low-scale CPU-based workloads that require less than 48 GB of RAM. | |
| Azure Kubernetes Service (AKS) | Real-time inference | Yes | Use for high-scale production deployments. Provides fast response time and autoscaling of the deployed service. Cluster autoscaling isn’t supported through the Azure Machine Learning SDK. To change the nodes in the AKS cluster, use the UI for your AKS cluster in the Azure portal. |
NOTE:
Although compute targets like local and Azure Machine Learning compute instance support GPU for training and experimentation, using GPU for inference when deployed as a web service is supported only on Azure Kubernetes Service.
To deploy a model, you need the following:
To deploy a model, you must provide an entry script (also referred to as the scoring script) that accepts requests, scores the requests by using the model, and returns the results. The entry script is specific to your model. It must understand the format of the incoming request data, the format of the data expected by your model, and the format of the data returned to clients. If the request data is in a format that is not usable by your model, the script can transform it into an acceptable format. It can also transform the response before returning it to the client.
The entry script must contain an init()
method that loads your model and then returns a function that uses the model to make a prediction based on the input data passed to the function. Azure ML runs the init()
method once, when the Docker container for your web service is started. The prediction function returned by init()
will be run every time the service is invoked to make a prediction on some input data. The inputs and outputs of this prediction function typically use JSON for serialization and deserialization.
To locate the registered model(s) in your entry script, use the AZUREML_MODEL_DIR
environment variable that is created during the service deployment. This environment variable contains the path to the directory that contains the the deployed model(s).
The following table describes the value of AZUREML_MODEL_DIR
depending on the number of models deployed:
| Deployment | Environment variable value |
|---|---|
| Single model | The path to the folder containing the model. |
| Multiple models | The path to the folder containing all models. Models are located by name and version in this folder ($MODEL_NAME/$VERSION ) |
To get the path to the model file in your entry script, combine the environment variable with the file path you’re looking for.
Single model example
# Example when the model is a file
model_path <- file.path(Sys.getenv('AZUREML_MODEL_DIR'), 'my_model.rds')
# Example when the model is a folder containing a file
model_path <- file.path(Sys.getenv('AZUREML_MODEL_DIR'), 'my_model_dir', 'my_model.rds')
Multiple model example
The following is an example entry script. You can see the full tutorial here.
library(jsonlite)
init <- function()
{
# Get the path to the model location of the registered model in Azure ML
model_path <- Sys.getenv("AZUREML_MODEL_DIR")
# Load the model
model <- readRDS(file.path(model_path, "model.rds"))
message("logistic regression model loaded")
# The following method will be called by Azure ML each time the deployed web service is invoked
function(data)
{
# Deserialize the input data to the service
vars <- as.data.frame(fromJSON(data))
# Evaluate the data on the deployed model
prediction <- as.numeric(predict(model, vars, type="response")*100)
# Return the prediction serialized to JSON
toJSON(prediction)
}
}
You will also need to provide an Azure ML environment (r_environment()
) that defines all the dependencies required to execute your scoring script. You can create a new environment for deployment, or use a previously instatiated environment or registered environment.
Then define the inference configuration, which consists of the entry script, the environment, and optionally the directory that contains all the files needed to package and deploy your model (such as helper files for the entry script). See the reference documentation for inference_config()
.
myenv = get_environment(ws, name = 'myenv', version = '1')
inference_config = inference_config(entry_script = 'score.R',
source_directory = './my_scoring_folder',
environment = myenv)
Note that if you specify the source_directory
parameter, the entry script file must be located in that directory, and the value to entry_script
should be the relative path of the file inside that directory.
Before deploying your model, you must define the deployment configuration. The deployment configuration is specific to the compute target that will host the web service. For example, when you deploy a model locally, you must specify the port where the service accepts requests.
The following table provides examples for creating the deployment configuration for each compute target:
| Compute target | Deployment configuration | Example |
|---|---|---|
| Local | local_webservice_deployment_config() |
deployment_config <- local_webservice_deployment_config(port = 8890) |
| Azure Container Instances (ACI) | aci_webservice_deployment_config() |
deployment_config <- aci_webservice_deployment_config(cpu_cores = 1, memory_gb = 1) |
| Azure Kubernetes Service (AKS) | aks_webservice_deployment_config() |
deployment_config <- aks_webservice_deployment_config(cpu_cores = 1, memory_gb = 1) |
Finally, deploy your model(s) as a web service to the target of your choice. To deploy the model(s), you will provide the inference configuration and deployment configuration you created in the above steps, in addition to the models you want to deploy, to deploy_model()
. If you are deploying to AKS, you will also have to provide the AKS compute target.
To deploy a model locally, you need to have Docker installed on your local machine. If you are deploying locally from a compute instance, Docker will already be installed.
For an example of local deployment, see the deploy-to-local sample.
For an example of deploying to ACI, see the train-and-deploy-to-aci vignette.
To deploy a model to AKS, you will first need an AKS cluster for the deployment compute target. You can either
create_aks_compute()
attach_aks_compute()
You can instead also create or attach an AKS cluster via the CLI or studio UI.
For an example of deploying to AKS, see the deploy-to-aks vignette.
If your service deployment fails, you can use get_webservice_logs()
to inspect the detailed Docker engine log messages from your web service deployment. Note that if your initial deployment fails and you want to attempt a new deployment, you will first need to delete the original web service if you want to use the same web service name. You can use the delete_webservice()
method.
For a more detailed guide on working around or solving common deployment errors, see Troubleshooting AKS and ACI deployments.
The easiest way to authenticate to deployed web services is to use key-based authentication, which generates static bearer-type authentication keys that do not need to be refreshed.
AKS deployments additionally support token-based auth.
The primary difference is that keys are static and can be regenerated manually, and tokens need to be refreshed upon expiration.
| Authentication method | ACI | AKS |
|---|---|---|
| Key | Disabled by default | Enabled by default |
| Token | Not available | Disabled by default |
Web services deployed on AKS have key-based auth enabled by default. ACI-deployed services have key-based auth disabled by default, but you can enable it by setting auth_enabled = TRUE
when creating the ACI web service. The following is an example of creating an ACI deployment configuration with key-based auth enabled.
deployment_config <- aci_webservice_deployment_config(cpu_cores = 1,
memory_gb = 1,
auth_enabled = TRUE)
To fetch the auth keys, use get_webservice_keys()
. To regenerate a key, use the generate_new_webservice_key()
function:
When you enable token authentication for a web service, users must present an Azure Machine Learning JSON Web Token (JWT) to the web service to access it. The token expires after a specified timeframe and needs to be refreshed to continue making calls.
Token auth is disabled by default when you deploy to AKS. To control token auth, use the token_auth_enabled
parameter when you create or update a deployment:
deployment_config <- aks_webservice_deployment_config(cpu_cores = 1,
memory_gb = 1,
token_auth_enabled = TRUE)
If token authentication is enabled, you can use the get_webservice_token()
method to retrieve a JWT. You will need to request a new token by the token’s refresh_after
time.
aks_service_access_token <- get_webservice_token(service)
# Get the JWT
jwt <- aks_service_access_token$access_token
# Get the time after which token should be refreshed
refresh_after <- aks_service_access_token$refresh_after
We strongly recommend that you create your Azure ML workspace in the same region as your AKS cluster. To authenticate with a token, the web service will make a call to the region in which your workspace is created. If your workspace’s region is unavailable, then you will not be able to fetch a token for your web service, even if your cluster is in a different region than your workspace. This effectively results in token-based auth being unavailable until your workspace’s region is available again. In addition, the greater the distance between your cluster’s region and your workspace’s region, the longer it will take to fetch a token.
For more information on authentication in Azure ML, see Set up authentication for Azure Machine Learning resources and workflows.
Every deployed web service provides a REST endpoint, so you can create client applications in any programming language. If you’ve enabled key-based authentication for your service, you need to provide a service key as a token in your request header. If you’ve enabled token-based authentication for your service, you need to provide an Azure Machine Learning JSON Web Token (JWT) as a bearer token in your request header.
To get the endpoint for the deployed web service, use the scoring_uri property:
service$scoring_uri
You can also retrieve the schema JSON document after you deploy the service. Use the swagger_uri property from the deployed web service to get the URI to the local web service’s Swagger file:
service$swagger_uri
You can then use the scoring URI and a package such as httr to invoke the web service via request-response consumption.
Optionally, you can use the invoke_webservice()
method from azuremlsdk to directly invoke the web service if you have the web service object:
library(jsonlite)
newdata <- data.frame( # valid values shown below
dvcat="10-24", # "1-9km/h" "10-24" "25-39" "40-54" "55+"
seatbelt="none", # "none" "belted"
frontal="frontal", # "notfrontal" "frontal"
sex="f", # "f" "m"
ageOFocc=22, # age in years, 16-97
yearVeh=2002, # year of vehicle, 1955-2003
airbag="none", # "none" "airbag"
occRole="pass" # "driver" "pass"
)
prob <- invoke_webservice(service, toJSON(newdata))
prob
To update a web service, use the corresponding update_*()
method. You can update the web service to use a new model, a new entry script, or new dependencies that can be specified in an inference configuration.
update_local_webservice()
update_aci_webservice()
update_aks_webservice()
delete_webservice()
delete_local_webservice()
delete_model()


There are only three landfills left in Hong Kong and people believe by 2020 the three landfills are going to be full and then they will have to build incinerators and burn all the waste then dump it in the ocean. The waste levels in Hong Kong are going very high.
In the year 2000 we produced 2.7 million tons of waste the whole year, in 2002 we produced 2.73 million tons, in 2003 we produced 2.9 million tons, in 2004 we produced 3.06 million tons, In 2005 we produced 3,050,052 tons, in 2006 we produced 3.3 million tons, in 2007 we produced 3.3 million tons, in 2008 we produced 3.2 million tons, in 2009 we produced 2.91 million tons, in 2010 we produced 2.81 million tons, in 2011 we produced 2.82 million tons, In 2012 we produced 2.5 million tons, in 2013 we produced 1.31 million tons, in 2014 we produced 1.67 million tons, in 2015 we produced 1.7 million tons
The HK govnrement has taken action by the 50 cents action for a plastic bag. A good website over here to get more info. Click here for the website The bags that you should use is paper bags because they don't break very easily and you can reuse them a lot. The plastic bags for 50 cents is soppuse to make people think about how much waste is going into the landfills and they should not waste things.
Countries like japan have their waste levels going down a lot but in Hong Kong the waste levels went up a lot over the last ten years but now the waste levels are going down. If we are comparing Hong Kong from the rest of the world then Hong Kong is going to have one of the worst waste levels. In metro tokyo you will see 0.77 kg of waste in someone's rubbish bin. In Seoul city you will see 0.95 kg of weight in someones rubbish bin. In Taipei city you will see 1 kg of weight in someone's rubbigh bin and in Hong Kong you will see 1.36 kg of weight in someone's rubbish bin. So from that you can see that Hong Kong is going very bad against other countries because Hong Kong's waste levels are going very high.
More then 3200 tons of food waste goes into the landfills everyday and the weight of that much is about 1,103 elephants. The fod waste levels in Hong Kong is going very high and to stop this you have to save your things for afterwards or just donate your food to poor people. In the world there are a lot of poor people oso if you go any where arond the world remember to donate your food.
HK wants hygienic landfills so the people who live near the landfill don't get sick/ill and also to recycle more and to do that Hong Kong needs to have more recycling bins so more people will recycle.There are still a few charities out there which still recycle things and try to stop food waste but don't just leave all the work all to them you have to do something. Below is a video about waste.
There are some missing words in the end and those are care about the world then the world will care about you


Amazing pictures from taken from Apollo missions. Explore through hundred of the pictures taken from the missions that put a man in the moon
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Our universe is big and fascinating, get pictures from around the web with stunning images from our big universe
Compare the lunar phases and cycle through the month
Explore pictures that any people can take to show us how beautiful is the moon


My name is Emmanuel Bett, currently a Moringa student persuing programming. My Educational journey has been a good one, did my KCPE examinations in the year 2012 where I managed to score 387 marks. I joined Kapsabet Boys High School. Did my form four in the year 2016 where I excelled with good grades. After my form four education, I joined Kreston College where I managed to get computer packages certificate. I later joined JKUAT for a degree course; Business Computing, I'm yet to complete.
Having gained skills in computer and its related fieds, I got employed as a partime employee in a local cyber, I worked there for 6 months.
Why Moringa? Well, having passion in electronics and things to do with IT, I wanted to improve my skills and expand my knowledge in this field. And having received good feedback from my peers who have been through Moringa, I am confident that I am in the right place.
I believe I am an exrovert, I do love travelling a lot and making new friends. One of my interests is I do love community service; I am a member of a charity foundation to help mostly the less fortunate. For sports I love football and table tennis, I also play video games; FIFA, Need For Speed just to mention a few and I also love cooking.
<EMAIL_ADDRESS>Emmanuel Bett.
Emmanuel1738.
0797167215.
If I were an animal, I would love to be a dolphin. Why? Dolphins are extraordinarily intelligent animals who also display culture, something which was long-believed to be unique to humans. They have several highly developed forms of communication and they are also known to stay and help injured individuals, even helping them to the surface to breath. Their compassion also extends across the species-barrier. There are many accounts of dolphins helping humans and even whales.
This was my first project I did in Moringa Pre-prep program.  The page has details on sex education and the information present has been divided into groups, in such a way that age and gender are factors. The languages used are HTML and CSS. You can follow the link for more information.
Sex-Education.This was my second project which we did as a team of four collaborators. We basically structured a webpage to help an institution to collect data from the students. The languages we managed to use were; HTML, CSS and we embedded a little bit of Javascript. For more information click the link below.
Student-feedback.


Try out our Premium Member services: Virtual Legal Assistant, Query Alert Service and an ad-free experience. Free for one month and pay only if you like it.
-1- IN THE HIGH comm' or KARNATAKA AT BANGALORE DATED THIS THE mm DAY OF JULY, 2010 BEFORE A TH 12 HONBLE3 MRJUSTICE SUBHASPI I3 ii: CRIMINAL PETITION Ns{).Aé:3/291.9 ~:' BETWEEN: 1. M/s Noor Enterprises ' {sondenalahally Iron Oaje M"i;1'é's'jA Sondenalahaiiy Village, C._N;._Ha;IIi. Tumkur, District. 2. Sri.H.N00r A_I:1riﬁ'Ied_ _ . _ _ A.T.R0ad.:.- I-I:3s_IiG1;-éI'_V I _ __ V _ ' BangaI0re_VVRuIra¢I DiSt1'ipI'~é' 55:2" I 1?}. .PETITIONERS ' = fay ws}%:,'c.§Vf;~_<§u.:a1aan§iI~a, Adv.) AN D: I I I{arnataIg2._VStat<'§' .I'7'():IIl;1I.i.OI1 Cofiirol Board Pa1~isa1"a.%.I3h21van, No.49. Church Street :.'f'B'an.ga1-ms; -1.;-5503001. """ " _ ...RESPONDE3N'I' I _ 'V:-.§B5{'5r:i.'j:.R.B.Satyan2Irayan Sirlgh. Adv.) '1'1?$1Is='C;21'r»/IINAJ. PE'I'I'I'ION IS FILED UNDER SECTION 482 " " ~ PRAYING 'mA'r 'I'Hl.S I~£ON'BLE COURT MAY BE PLEZASED TO «gukxala "'"1i_Ia'. EI\E'I'IRE PROCEEDINGS IN C.C.NO.285/07 PENDING BEZFAGERIIZHIHE COURT OF CIVIL JUDE [JRDN] AND JIVII-'C AT ':CiKE{z=1INAYAKANAHAl,I,I. THIS PETI'E'ION COMING ON FOR ADMISSION 'I"'i"IIS DAY, THE COURT MADE THE FOI4IAOWING: 0 R D E R Petitioners have called in question the C.C.No.285/200'? pending on t Chikkanayakanahalli. 2. Respondent Karnataka Board
filed a private compiaint unde1* Cr.'PV.'C.'AVVlv:>ei"ore the learned Magistrate interaliq:'ail'eging:tbhattiv'theb'petitioners had a licence to carry Metric Tones and in case if the' theV.--duantii.y. they have to approach: l"or"VeX}f$jansiori as required under Section Zflatofllthel and Control of Pollution.) Act. 1974 and V1ﬁVo_i'lA.Vii"'(lE"brever1tion and Control of Pollution) o:-c~--1-m-dvrﬁiiiu-ﬁtmlni->--¢-¢'°*%*"VO'>'-ﬁ"'1'i9*"0|fIV4K3°'79">"';:v%L";ﬁQt':'*"* v ha3=-~b(=Tg3-y»-ciarjfied byut-he Govem-mgm -v Endia dated 12.2.2002. It is further alleged that. filed for expansion after due date i.e. on basis of these allegations. the complaiiit is
3. l/earned counsel for the petitioners submit that. there is Lfno allegation of violation of any of the provisions of the Act. it is not in dispute that. the petitioner hol.ds licence tinder Water {Prevention and Control of Pollution) Act. 1974 and Air «%\::':L V...
_3_ (Prevention and Control of Pollution) Act'. 1981 and capacity oi' mining is also fixed. Only in case if t.here is expansion. permission is necessary and for such permission. an a.ppl'ic.aiiiovi1 has already made to expand from 12.000 metric: '5.o.iieVs.i it lakh metric tones. Complainant does-inoi----disc_tose Fany oE'fej:ic'e. alleged to have been committed by ln"
circumstances. when there is no -priirna facie Caste-V_n'1"adevVVont in" the complaint to proceedfixrith ihcornplainanav._Ait_x.lvouid be abuse of process of the Court 0'
4. On the othler_;l*1ani1_. learned co--t;tns_e:lflfor the respondent submitted that, is 0 mentioned that, the appiicatio.:ril"olr istiled 31.3.2003.
5. Exfenllif is filed beyond the period pi-esc1'ib;e'd', _\.iV'l'1€'ll'1'E'-1"' to grant or notto grant. it is left to the leatithoérilty. the complaint must disclosed violation of licence conditioni whielln fa-rn~ou11ts t.o an offence and such allegation is it not foi7.thcor:1ingAfi'oni the complaint. In the absence of such " '-Tijj'~ell'e;.§ation'. vprinia facie case is not made out by the complainant. it-..Vl'~Aecordingly. this petition is allowed. Proceedings in ff c._c,.iiio.2s5/2007 stands quashed.
However. liberty is reserved to the respr§%1:ién11.." Complainant to proceed against the petitioner, if tﬁé:re .1f;§ " violation.
*APl_ =.: ..,.m--. ».;~,,h,. .0, ,


Before Change
// (5) calculate & apply current perturbation
x -= (
atleast_kd(delta / gradients_l2_norm.square(), gradients.ndim)
* gradients
)
x = ep.clip(x, min_, max_)
After Change
// (1) get the scores and gradients
_, (scores, pred_scores), gradients = ep.value_aux_and_grad(loss_fun, x)
pred = scores.argmax(-1)
num_classes = scores.shape[-1]
// (2) calculate gradient norm
gradients_l2_norm = flatten(gradients.square()).sum(1)
// (3) calculate delta
a = self.stepsize * x_l2_norm * gradients_l2_norm
b = pred_scores - 1.0 / num_classes
delta = ep.minimum(a, b)
// (4) stop the attack if an adversarial example has been found
// this is not described in the paper but otherwise once the prob. drops
// below chance level the likelihood is not decreased but increased
is_not_adversarial = (pred == classes).float32()
delta *= is_not_adversarial
// (5) calculate & apply current perturbation
a = atleast_kd(delta / gradients_l2_norm.square(), gradients.ndim)
x -= a * gradients
x = ep.clip(x, min_, max_)
return restore_type(x)


{% extends 'base_gunstar.html' %} {% block title %}Internal Server Error{% endblock %} {% block container %}
The server encountered an internal error or misconfiguration and was unable to complete your request. We're working on resolving this error. Please check back in a bit.
{% if config['DEBUG'] %}


property Centered: Boolean;
Determines how the handle is repositioned when Range changes.
If Centered is False (default), the control behaves similar to standard TControlScrollBar. That is it tries to preserve the Position property.
If Centered is True, the control changes Position, trying to keep the centre at the same location.
This property also influences how the handle is adjusted when range bar changes its Window size.


--- layout: archive title: Zulip Chat Archive permalink: /stream/113488-general/topic/Try.20it.20online!.html ---
Lean is now available at tio.run
It’s a website hosted by a guy named Dennis mainly for the purpose of code-golfing competitions held in codegolf.SE
of which I have been a regular for 3 years
it was added shortly after I answered a challenge in Lean for the first time
Re your golf:
def f:_->nat|(n+2):=f(n+1)+f n|x:=x
nice... how does that _ work?
It figures out the type from (n+2)
you seriously should joins us! :stuck_out_tongue:
I watch a lot
i could even prove its correctness at the end of my answer :stuck_out_tongue:
Heh, my only answer on PPCG is a program that creates optimal golfs in another language
@Kevin Buzzard
Dennis got his thing to automatically build the latest version of mathlib once it got OK'ed by travis
Impressively fast. Is there a way to change the layout?
what kind of layout?
So it's like VScode, with goals on the right.
I'm afraid that isn't possible, since every other language on the site uses the same layout
you can still see the goals if you leave them blank, it will be displayed as an error
Lean@TIO has updated to mathlib 22e671
on lean 96c932a
https://codegolf.stackexchange.com/a/163239/48934
I see the top answer is very awesome, ṗṬML
. Dear god what am I reading
I quit Lean. I'm moving over to Jelly.
[that's what we call Jello in the UK]
@Kenny Lau Why not ℕ
instead of nat
?
not sure how many bytes the former is
Hmm, 3 bytes according to https://mothereff.in/byte-counter .
then it saves no bytes :P
Indeed.
https://codegolf.stackexchange.com/a/176122/48934
Quick, a PR!
you could import data.rat
and save one character
I would have commented on stackexchange but I needed 50 reputation.
Are you allowed to use "the standard library"?
yes, as long as you don't update the standard library after the challenge
you will notice the mathematica answer is a cheeky DirichletConvolve
(so in particular scott's strategy is disallowed by the rules)
wait, kenny's last post on this thread is a codegolf for the number of surjections, plus a proof of correctness. Why doesn't mathlib have that?
does it?
https://codegolf.stackexchange.com/a/163239/11143
I mean, does mathlib have that?
We could just start working on getting all of OEIS in, right?
it doesn't, that's my point
I don't see any reason we shouldn't have the stirling numbers defined, especially if you have a nice thing to prove about them
I'm not saying we should all go out and formalize OEIS, but if someone has already gone to the trouble of formalizing some of it, I'd like to get in on that
{% endraw %}Last updated: Apr 24 2020 at 19:02 UTC


Assert the {@code expected} argument is equals to the {@code actual} argument. If the arguments are not equals an assertion error is thrown otherwise the execution continue.
the object the actual object is supposedly equals to
the actual object to test
a reference to this, so the API can be used fluently
Assert the {@code expected} argument is equals to the {@code actual} argument. If the arguments are not equals an assertion error is thrown otherwise the execution continue.
the object the actual object is supposedly equals to
the actual object to test
the failure message
a reference to this, so the API can be used fluently
Assert the specified {@code condition} is {@code false}. If the condition is {@code true}, an assertion error is thrown otherwise the execution continue.
the condition to assert
a reference to this, so the API can be used fluently
Assert the specified {@code condition} is {@code false}. If the condition is {@code true}, an assertion error is thrown otherwise the execution continue.
the condition to assert
the failure message
a reference to this, so the API can be used fluently
Asserts that the {@code expected} double argument is equals to the {@code actual} double argument within a positive delta. If the arguments do not satisfy this, an assertion error is thrown otherwise the execution continue.
the object the actual object is supposedly equals to
the actual object to test
the maximum delta
a reference to this, so the API can be used fluently
Asserts that the {@code expected} double argument is equals to the {@code actual} double argument within a positive delta. If the arguments do not satisfy this, an assertion error is thrown otherwise the execution continue.
the object the actual object is supposedly equals to
the actual object to test
the maximum delta
the failure message
a reference to this, so the API can be used fluently
Assert the {@code first} argument is not equals to the {@code second} argument. If the arguments are equals an assertion error is thrown otherwise the execution continue.
the first object to test
the second object to test
a reference to this, so the API can be used fluently
Assert the {@code first} argument is not equals to the {@code second} argument. If the arguments are equals an assertion error is thrown otherwise the execution continue.
the first object to test
the second object to test
the failure message
a reference to this, so the API can be used fluently
Assert the {@code expected} argument is not {@code null}. If the argument is {@code null}, an assertion error is thrown otherwise the execution continue.
the argument being asserted to be not null
a reference to this, so the API can be used fluently
Assert the {@code expected} argument is not {@code null}. If the argument is {@code null}, an assertion error is thrown otherwise the execution continue.
the argument being asserted to be not null
the failure message
a reference to this, so the API can be used fluently
Assert the {@code expected} argument is {@code null}. If the argument is not, an assertion error is thrown otherwise the execution continue.
the argument being asserted to be null
a reference to this, so the API can be used fluently
Assert the {@code expected} argument is {@code null}. If the argument is not, an assertion error is thrown otherwise the execution continue.
the argument being asserted to be null
the failure message
a reference to this, so the API can be used fluently
Assert the specified {@code condition} is {@code true}. If the condition is {@code false}, an assertion error is thrown otherwise the execution continue.
the condition to assert
a reference to this, so the API can be used fluently
Assert the specified {@code condition} is {@code true}. If the condition is {@code false}, an assertion error is thrown otherwise the execution continue.
the condition to assert
the failure message
a reference to this, so the API can be used fluently
Create and returns a new async object, the returned async controls the completion of the test. Calling the {@link Async#complete()} completes the async operation.
The test case will complete when all the async objects have their {@link io.vertx.ext.unit.Async#complete()} method called at least once.
This method shall be used for creating asynchronous exit points for the executed test.
the async instance
Create and returns a new async object, the returned async controls the completion of the test. This async operation completes when the {@link Async#countDown()} is called {@code count} times.
The test case will complete when all the async objects have their {@link io.vertx.ext.unit.Async#complete()} method called at least once.
This method shall be used for creating asynchronous exit points for the executed test.
the async instance
Creates and returns a new async handler, the returned handler controls the completion of the test.
When the returned handler is called back with a failed result it completes the async operation.
When the returned handler is called back with a succeeded result it fails the test.
the async result handler
Creates and returns a new async handler, the returned handler controls the completion of the test.
When the returned handler is called back with a failed result it completes the async operation.
When the returned handler is called back with a succeeded result it fails the test.
the cause handler
the async result handler
Creates and returns a new async handler, the returned handler controls the completion of the test.
When the returned handler is called back with a succeeded result it completes the async operation.
When the returned handler is called back with a failed result it fails the test with the cause of the failure.
the async result handler
Creates and returns a new async handler, the returned handler controls the completion of the test.
When the returned handler is called back with a succeeded result it invokes the {@code resultHandler} argument with the async result. The test completes after the result handler is invoked and does not fails.
When the returned handler is called back with a failed result it fails the test with the cause of the failure.
Note that the result handler can create other async objects during its invocation that would postpone the completion of the test case until those objects are resolved.
the result handler
the async result handler
an exception handler that will fail this context
Throw a failure.

This can be used to share data between different tests and before/after phases.
the key of the data
the data
the previous object when it exists
Remove some data from the context.
the key to remove
the removed object when it exists
Create and returns a new async object, the returned async controls the completion of the test. This async operation completes when the {@link Async#countDown()} is called {@code count} times.
If {@link Async#countDown()} is called more than {@code count} times, an {@link IllegalStateException} is thrown.The test case will complete when all the async objects have their {@link io.vertx.ext.unit.Async#complete()} method called at least once.
This method shall be used for creating asynchronous exit points for the executed test.
the async instance
Execute the provided handler, which may contain assertions, possibly from any third-party assertion framework. Any {@link AssertionError} thrown will be caught (and propagated) in order to fulfill potential expected async completeness.
block of code to be executed
a reference to this, so the API can be used fluently
Generated using TypeDoc
The test context is used for performing test assertions and manage the completion of the test. This context is provided by vertx-unit as argument of the test case.
Julien Viet


Semantic Structure: Shiv solution
Implements parsing/styling of HTML5 elements like section, article, footer, nav in IE8-. more Information on shiv solution
Webshims Lib enables / polyfills some of the latest Browserfeatures also known as "HTML5-Features" in non capable Browsers. It is build on Top of jQuery.
Did you ever tried to dynamically add/change the placeholder attribute with one of the other placeholder shims?
$("#placeholder").attr("placeholder", "
");
Being able to add/change the placeholder of an input element dynamically, isn't that important. It only shows how webshims lib works. With some little constraints you won't be able to recognize a difference between the shim and the native implementation. In some cases the shim will be more compilant, than the current browser implementations.
Webshims lib is testet in the following browsers (Webshims lib may support more than these):
Implements parsing/styling of HTML5 elements like section, article, footer, nav in IE8-. more Information on shiv solution
Array (some, forEach etc.), Object (keys, create etc.), Function (bind), Date (toJSON, now etc.). more Information on ES5/JavaScript 1.8.5 shim implementation
Implements JSON and the Webstorage API. more Information on geolocation shim implementation
Implements the geolocation API. more Information on geolocation shim implementation
Implements canvas. more Information on canvas shim implementation
Implements some HTML5 form features (aka Web forms 2.0) like constraint validation and some input[type] widgets. more Information on HTML5 form soultion
$.webshims.loader.basePath
) and load your features ($.webshims.polyfill();
).
<script src="js-webshim/minified/polyfiller.js"></script>
<script>
//path is path of polyfiller.js-code + shims/
$.webshims.loader.basePath += 'shims/';
//load and implement all unsupported features
$.webshims.polyfill();
</script>
The polyfill-method can also take a keyword called lightweight
, wich will load a filesize-/feature balanced profile. The lightweight-profile currently loads all features, except of the forms-ext
feature (numerical and date related web form features). The normal HTML5 forms
feature including constraint validation (required, pattern, [type=email]) is loaded in this profile.
<script src="js-webshim/minified/polyfiller.js"></script>
<script>
//path is path of polyfiller.js-code + shims/
$.webshims.loader.basePath += 'shims/';
//load and implement all unsupported features
$.webshims.polyfill('lightweight');
</script>
Not every feature is ready immediately in all browsers. To get started, if a feature is ready, simply name the features you want to use and pass a callback-function to $.webshims.ready
<script>
$.webshims.ready('geolocation', function(){
//work with geolocation
});
</script>
If you want to use multiple features in your callback-function pass the feature list seperated by a whitespace:
<script>
$.webshims.ready('geolocation json-storage', function(){
//work with geolocation, JSON and localStorage
});
</script>
Note that this callback function may be called before DOM-Ready. If you want to use a feature after DOM-Ready, simply pass the string ready:
<script>
$.webshims.ready('ready canvas', function(){
//work with the canvas in the document
});
//this is equal to
//$(function(){
// $.webshims.ready('canvas', function(){
// //work with the canvas in the document
// });
//});
</script>
Due to the fact, that we can not extend the prototype of elements in all browsers, we always use jQuery as an extension-wrapper.
Accessing DOM-Properties/Attribut IDLs: if the feature allows accessing a specific property, always use jQuery's built in $.attr
-method:
//instead of accessing a property directly (i.e.: this.validity)
//use $.fn.attr
$(this).attr('validity');
//or $.attr
//$.attr(this, 'validity');
calling a DOM-Method: If the standard defines a DOM-Method, webshims lib has generated a jQuery-Method, wich wraps this feature for you:
//instead of calling a DOM-method directly (i.e.: this.checkValidity() )
//use the jQuery-Plugin method
$(this).checkValidity();
If you pass a list of nodes and the method doesn't return anything, the method will be called on each element in this list, otherwise it will be called on the first element.
Most events in the HTML5 specification are so called simple events. Simple events do not bubble. Due to the fact that developers really like event delegation and jQuery can not really distinguish between the event phases (capturing/propagation), we use almost event capturing in the native implementation and $.fn.trigger in the shim.
This means, that the HTML5 events go down the DOM-tree in capable browsers and go up the tree in polyfilled browsers. This can create differences, if you are calling event.stopPropagation();
or return false;
in your event handler. If you only want to prevent the default don't use return false;
and use event.preventDefault();
instead.
Please read the developer guide for building extensions.
Please read the developer guide for implementing new features.
Feel free to fork, collaborate, test develope extensions :-).


Using machine learning to improve your public speaking.
Tone:
Time:
MinutesSpeakEasy provides an innovative way for people to practice their public speaking skills. Whether it's through tone and sentiment tracking, or an easy-to-use interface, SpeakEasy aims to make the daunting task of speaking in front of others a little less scary!
Hey there! Feel free to reach out to us on GitHub! We look forward to hearing from you.
Follow @EDToaster Follow @linwen-h Follow @MuradAkh Follow @liujennifer


Pitch in!
- DO: Add helpful links to code, project page, or related discussion.
- DO: Offer constructive comments on this work.
- DON'T: Post generic comments of little value, e.g. "this is great.", "nice", etc.
- DON'T: Troll, call people names, be disrespectful. Pretty please.
(You can use $\LaTeX$ and markdown)
Live preview:
Discussion:


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I accept the Picturepark Acceptable Use Policy and Privacy Policy


University Preperation
Basic Preperation
Before you start university in our department there will be some preparation that you may need to do in order to make sure you have the best possible start at on your course.
Campus
Get familiar with the campus, as it will be of much use to you as the year develops. The bestway to get used to the campus before you begin would be by:
1) Come on our open days for a tour of the campus.
2) Come along to the campus and have a look around.
3) Use the student hub number to query any questions regarding the location of your classes.
Library Use
Yes, you will have to use the library! Boring I know but how can you expect to get a good grade without utilising one of our biggest assets? Using the library is a must, this doesn’t mean loan 1000’s of books but you do need to read around the subjects your studying. The library can also be used to keep on top of your work, you can find the library by Victoria Park next door to the Business School.
Online Enrolment
Before you start your first day make sure you have enrolled online with the given details that should have been sent to your house. Once you have enrolled online you will have access to your profile on your personal student page.
Transport
The great thing about the university is there is no shortage on buses that arrive to take you into the City Centre or into Didsbury. As a student, you have access to discounts on the local buses such as the First group bus, Stagecoach and Magic Bus uni riders. Using your met card if you have one you can use that to pay for the uni riders that we offer for either annual or term tickets. They can also be bought even if you do not have access to a MET card.
First bus Group; Term ticket - £90 (3 months) Monthly ticket: £45
Stagecoach: Term ticket £75 (3months), Uni rider annual – 14/15: £125


Created by Hage Yaapa / @hacksparrow
A JavaScript library to remotely control web apps using audio frequencies.
Map action to frequency
Transmitter: Send frequency
Receiver: Receive frequency
Receiver: Trigger action if frequency matches
https://github.com/hacksparrow/remote.js


CSS Introduction
Section One header
this is a section content.
Section Two header
this is a section content.


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#
INFO 610 Fall 2020
Week 9, Oct 13, 2020
Windows & JSON
chrisfauerbach.github.io/info610_fall_2020/
--- # Fun Uses of Postgresql * Window Functions * https://www.postgresql.org/docs/9.0/tutorial-window.html * JSON Intro --- # Window Functions * A window function performs a calculation across a set of table rows that are somehow related to the current row. * This is comparable to the type of calculation that can be done with an aggregate function. * But unlike regular aggregate functions, use of a window function does not cause rows to become grouped into a single output row — the rows retain their separate identities. * Behind the scenes, the window function is able to access more than just the current row of the query result. --- # Sample Data ```sql CREATE TABLE employee_salary(id SERIAL PRIMARY KEY, department varchar, employee_number int, salary int); INSERT INTO employee_salary(department, employee_number, salary) VALUES ('develop',11,5200), ('develop',7,4200), ('develop',9,4500), ('develop',8,6000), ('develop',10,5200), ('personnel',5,3500), ('personnel',2,3900), ('sales',3,4800), ('sales',1,5000), ('sales',4,4800); ``` --- # Example (avg) Here is an example that shows how to compare each employee's salary with the average salary in his or her department: ```sql SELECT department, employee_number, salary, avg(salary) OVER (PARTITION BY department) FROM employee_salary; ``` |dept|empoyee_number|salary|avg(salary)| |--|--|--|--| |develop|11|5200|5020.0000000000000000| |develop|7|4200|5020.0000000000000000| |develop|9|4500|5020.0000000000000000| |develop|8|6000|5020.0000000000000000| |develop|10|5200|5020.0000000000000000| |personnel|5|3500|3700.0000000000000000| |personnel|2|3900|3700.0000000000000000| |sales|3|4800|4866.6666666666666667| |sales|1|5000|4866.6666666666666667| |sales|4|4800|4866.6666666666666667| --- # Example (avg) Here is an example that shows how to compare each employee's salary with the maximum salary in his or her department: ```sql SELECT department, employee_number, salary, max(salary) OVER (PARTITION BY department) FROM employee_salary; ``` |dept|empoyee_number|salary|max(salary)| |--|--|--|--| |develop|11|5200|6000| |develop|7|4200|6000| |develop|9|4500|6000| |develop|8|6000|6000| |develop|10|5200|6000| |personnel|5|3500|3900| |personnel|2|3900|3900| |sales|3|4800|5000| |sales|1|5000|5000| |sales|4|4800|5000| --- # Ranking * rank function produces a numerical rank within the current row's partition for each distinct ORDER BY value, in the order defined by the ORDER BY clause. rank needs no explicit parameter, because its behavior is entirely determined by the OVER clause --- # Ranking (cont) * The rows considered by a window function are those of the "virtual table" produced by the query's FROM clause as filtered by its WHERE, GROUP BY, and HAVING clauses if any. * For example, a row removed because it does not meet the WHERE condition is not seen by any window function. * A query can contain multiple window functions that slice up the data in different ways by means of different OVER clauses, but they all act on the same collection of rows defined by this virtual table. --- # Ranking ```sql SELECT department, employee_number, salary, rank() OVER (PARTITION BY department ORDER BY salary DESC) FROM employee_salary; ``` |dept|empoyee_number|salary|max(salary)| |--|--|--|--| |develop|8|6000|1| |develop|10|5200|2| |develop|11|5200|2| |develop|9|4500|4| |develop|7|4200|5| |personnel|2|3900|1| |personnel|5|3500|2| |sales|1|5000|1| |sales|3|4800|2| |sales|4|4800|2| It is also possible to omit PARTITION BY, in which case there is just one partition containing all the rows. --- # SQL ```sql SELECT * FROM employee_salary ORDER BY department desc, salary desc ``` |department|employee_number|salary| |--|--|--| |sales|1|5000 **| |sales|4|4800| |sales|3|4800| |personnel|2|3900 **| |personnel|5|3500| |develop|8|6000 **| |develop|11|5200| |develop|10|5200| |develop|9|4500| |develop|7|4200| --- # Window Frame * For each row, there is a set of rows within its partition called its window frame. * Many (but not all) window functions act only on the rows of the window frame, rather than of the whole partition. * By default, if ORDER BY is supplied then the frame consists of all rows from the start of the partition up through the current row, plus any following rows that are equal to the current row according to the ORDER BY clause. * * When ORDER BY is omitted the default frame consists of all rows in the partition. --- # No order by ```sql SELECT salary, sum(salary) OVER () FROM employee_salary; ``` |salary|sum| |--|--| |5200|47100| |4200|47100| |4500|47100| |6000|47100| |5200|47100| |3500|47100| |3900|47100| |4800|47100| |5000|47100| |4800|47100| --- # With Order By ```sql SELECT salary, sum(salary) OVER (ORDER BY salary) FROM employee_salary; ``` |salary|sum| |--|--| |3500|3500| |3900|7400| |4200|11600| |4500|16100| |4800|25700| |4800|25700| |5000|30700| |5200|41100| |5200|41100| |6000|47100| --- # JSON * JSON stands for JavaScript Object Notation * JSON is a lightweight format for storing and transporting data * JSON is often used when data is sent from a server to a web page * JSON is "self-describing" and easy to understand https://www.w3schools.com/whatis/whatis_json.asp --- # Example ```json { "employees":[ {"firstName":"John", "lastName":"Doe"}, {"firstName":"Anna", "lastName":"Smith"}, {"firstName":"Peter", "lastName":"Jones"} ] } ``` * Data is in name/value pairs * Data is separated by commas * Curly braces hold objects * Square brackets hold arrays --- # row_to_json ```sql SELECT row_to_json(employee_salary) FROM employee_salary; ``` ```json {"id":1,"department":"develop","employee_number":11,"salary":5200} {"id":2,"department":"develop","employee_number":7,"salary":4200} {"id":3,"department":"develop","employee_number":9,"salary":4500} {"id":4,"department":"develop","employee_number":8,"salary":6000} {"id":5,"department":"develop","employee_number":10,"salary":5200} {"id":6,"department":"personnel","employee_number":5,"salary":3500} {"id":7,"department":"personnel","employee_number":2,"salary":3900} {"id":8,"department":"sales","employee_number":3,"salary":4800} {"id":9,"department":"sales","employee_number":1,"salary":5000} {"id":10,"department":"sales","employee_number":4,"salary":4800} ``` --- # row_to_json with specific fields ```sql SELECT row_to_json(row(employee_number, salary)) FROM employee_salary LIMIT 3; ``` ```json {"f1":11,"f2":5200} {"f1":7,"f2":4200} {"f1":9,"f2":4500} ``` --- # f1 f2? ```sql SELECT row_to_json(t) FROM ( SELECT employee_number, salary FROM employee_salary ) t LIMIT 3; ``` ```json {"employee_number":11,"salary":5200} {"employee_number":7,"salary":4200} {"employee_number":9,"salary":4500} ``` --- # Array Aggregation ``` SELECT array_to_json(array_agg(row_to_json(t))) FROM ( SELECT employee_number, salary FROM employee_salary ) t ``` ```json [{"employee_number":11,"salary":5200} ,{"employee_number":7,"salary":4200} ,{"employee_number":9,"salary":4500} ,{"employee_number":8,"salary":6000} ,{"employee_number":10,"salary":5200} ,{"employee_number":5,"salary":3500} ,{"employee_number":2,"salary":3900} ,{"employee_number":3,"salary":4800} ,{"employee_number":1,"salary":5000} ,{"employee_number":4,"salary":4800}] ``` --- # Thursday * Dive into Postgresql support for JSON * https://www.postgresql.org/docs/11/datatype-json.html


To start, navbars are static (not fixed to the top) and include support for a project name and basic navigation. Place one anywhere within a .container, which sets the width of your site and content.
.container


https://securityxploded.com/remote-dll-injector.php
https://github.com/fdiskyou/injectAllTheThings
https://github.com/clymb3r/PowerShell/tree/master/Invoke-ReflectivePEInjection
https://clymb3r.wordpress.com/2013/04/06/reflective-dll-injection-with-powershell/ | great primer
MSF: /post/windows/manage/reflective_dll_inject
PowerSploit: invoke-DLLInjection
[AtomBombing](https://github.com/BreakingMalwareResearch/atom-bombing)
[DoubleAgent](https://github.com/Cybellum/DoubleAgent)
[Syringe](https://github.com/securestate/syringe)
Also see Tools > Process Injection > General Primer


no title
The Product Council’s Sept. 25 event features our very own VP Product Dominique Essig!
Grab tickets here before they’re gone: http://productcouncilnyc-sept.eventbrite.com/
- - -
Our Mission:We provide startups a new space for critical feedback, ideation, and improvement of their products. Each month an audience of product managers, designers, and founders gather to learn valuable lessons and insights from experienced product owners as they dive deep into the challenge, success and failure of product design. This is no demo or pitch, rather it’s an open examination of how you execute an idea.
That… and we always have plenty of beer and good snacks!September’s Theme: LOST, Now What???
1. Networking opportunities for startups/agencies to chat with experienced product managers and designers about their projects will take place between 7-7:30 PM, 8-8:30 PM, and 9-9:30 PM.
2. Startup Deep Dive @7:30 PM: How do lost items get returned to their owners?
3. Product Design Fireside Chat @8:30 PM: We’re excited to have KeyMe discuss their design process around their awesome key making kiosks and super high tech mobile app. With KeyMe, you and your friends will never get locked out again!!!
Run of show:
7:00-7:30 Open networking + Introductons
7:30-8:00 Startup Deep Dive
8:00-8:30 Open Networking
8:30-9:00 Fireside chat
Council Expert Panel:+ Dominique Essig: New to NYC, Dominique is the VP of Product at Gilt, which provides its members instant insider access to today’s top designer labels. She recently ran the product teams at Travelocity in Dallas and is excited to be part of the NYC tech and design communities. Dom is an integral part of the cool tech stuff they’re cooking up at Gilt.
+ Daniel Stillman: One of the founders of The Design Gym, Daniel is a User Experience Design Consultant. The Design Gym’s mission is to build a community of skilled problem solvers through a workshop-driven design thinking curriculum. Daniel has had the pleasure of working on service design, mobile, web, and embedded interfaces for clients from Abbot to Volvo and is ¼ of GothamSmith, a line of 3D printed products.
+ Michael Wang: Brooklyn resident, Michael is a Senior Product Designer at Huge. He works with clients like Comcast, Chase, and AARP to create rapid prototypes and other design visualizations to meet their needs.


Compliance Report
Compliance Report
S.1. The institution's research agenda is in consonance with institutional, regional and national priorities concerned such as DOST, CHED-National Higher Education Research Agenda, NEDA, etc.
S.2. The institution has an approved Research Manual.
I.1. The approved Research Agenda is implemented.
I.2. The following stakeholders participate in the formulation of research agenda as bases for identifying institutional thrusts and priorities:
I.2.1. administrators;
I.2.2. faculty;
I.2.3. students;
I.2.4. government agency representatives (DOST, CHED, NEDA, etc.); and
I.2.5. other stakeholders(alumni, parents, etc).
I.3. Action researches to test theory in practice are conducted by faculty and students.
I.4. Team/collaborative and interdisciplinary research is encouraged.
I.5. Research outputs are published in refereed national and/or international journals.
O.1. Priority researches are identified and conducted.
O.2. Research results are published.
S.1. The institution has an approved and adequate budget for research.
S.2. There are provisions for the following:
S.2.1. facilities and equipment such as Internet, statistical software, and other ICT resources;
S.2.2. research staff;
S.2.3. supplies and materials; and
S.2.4. workplace.
I.1. allocates adequate funds for the conduct of faculty and student research.
I.2. establishes linkages with the local/national/international agencies for funding support and assistance.
I.3. maintains a functional and long-range program of faculty/staff development to enhance research capability and competence.
I.4. encourages the conduct of externally funded researches.
O.1. The Research Program is adequately funded.
S.1. There is a system of implementation, monitoring, evaluation and utilization of research outputs.
S.2. The institution has a policy on Intellectual Property Rights (IPR).
I.1. The institution/College/Academic Unit has a Research Unit managed by competent staff.
I.2. The Research Manual provides guidelines and procedures for the administration and conduct of research.
I.3. The faculty conduct applied and operational researches in their fields of specialization in accordance with the thrusts and priorities of the program/institution.
I.4. The institution provides incentives to faculty researchers such as honoraria, service credits, deloading, etc.
I.5. The College/Academic Unit requires its students to conduct research, as a course requirement, (whenever applicable).
I.6. The institution provides opportunities for advanced studies and/or training to enhance faculty/staff research competence.
I.7. Completed and on-going research studies are periodically monitored and evaluated in local and regional in-house reviews.
I.8. Research outputs are utilized as inputs in:
I.8.1. institutional development;
I.8.2. the improvement of instructional processes; and
I.8.3. the transfer of generated technology/knowledge to the community.
I.9. Packaged technologies and new information are disseminated to the target clientele through appropriate delivery systems.
I.10. The institution ensures that:
I.10.1. research outputs are protected by IPR laws; and
I.10.2. faculty and students observe research ethics to avoid malpractices like plagiarism, fabrication of data, etc.
O.1. Implementation, monitoring, evaluation and research utilization of outputs are effective.
S.1. The institution has an approved and copyrighted Research Journal.
S.2. The institution has incentives for:
S.2.1. paper presentations;
S.2.2. journal publication;
S.2.3. outstanding research related performances; and
S.2.4. patented outputs.
I.1. The institution provides opportunities for the dissemination of research results in fora, conferences, seminars, and other related means.
I.2. The institution regularly publishes a research journal.
I.3. Library exchange of research publications with other HEI's and agencies is maintained.
I.4. Research manuscripts/technical reports are well-written, and edited following the institution format.
I.5. The institution supports the researchers in all of the following activities:
I.5.1. Instructional Materials Development;
I.5.2. paper presentations, journal publication, classroom lectures, and other similar activities;
I.5.3. editorship/writing in academic, scientific and professional journals;
I.5.4. thesis/dissertation advising; and
I.5.5. patenting of research outputs.
I.6. Research results are published preferably in refereed journals.
I.7. Research results are disseminated to the target clientele.
I.8. The College/Academic Unit generates income from patents, licenses, copyrights and other research outputs.
O.1. Research outputs are published in refereed journals.
O.2. Research outputs are utilized.
O.3. Patented and copyrighted research outputs are commercialized.


Species
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|
Notice of EffectivenessThe following Securities Act registration statements and post-effective amendments were declared effective on the most recently completed business day. You may also view notices from this and previous days. |
| Securities Act Registration Statements | ||||
| Registration Number |
Registrant |
Effective Date |
||
| Division of Corporation Finance | ||||
| 333-235748 | GARDNER DENVER HOLDINGS, INC. | January 16, 2020 4:00 PM | ||
| 333-234105 | HEAT BIOLOGICS, INC. | January 16, 2020 9:00 AM | ||
| 333-234363 | I-Mab | January 16, 2020 4:00 PM | ||
| 333-235557 | I-Mab | January 16, 2020 4:00 PM | ||
| 333-235857 | LIZHI INC. | January 16, 2020 4:00 PM | ||
| 333-234351 | LIZHI INC. | January 16, 2020 4:00 PM | ||
| 333-235803 | PETROBRAS - PETROLEO BRASILEIRO SA | January 16, 2020 4:00 PM | ||
| 333-234354 | Phoenix Tree Holdings Ltd | January 16, 2020 4:00 PM | ||
| 333-235850 | Phoenix Tree Holdings Ltd | January 16, 2020 4:00 PM | ||
| 333-235713 | TriState Capital Holdings, Inc. | January 16, 2020 4:00 PM | ||
| 333-234250 | Velocity Financial, LLC | January 16, 2020 2:00 PM | ||
| Division of Investment Management | ||||
| 333-235496 | FT 8492 | January 16, 2020 11:00 AM | ||
| 333-234468 | SmartTrust 460 | January 16, 2020 3:00 PM | ||
| Post-effective Amendments to Securities Act Registration Statements | ||||
| Registration Number |
Registrant |
Filing Date |
Effective Date |
|
| Division of Corporation Finance | ||||
| 333-224178 | Carolina Trust BancShares, Inc. | January 10, 2020 | January 16, 2020 | |
| 333-227302 | Carolina Trust BancShares, Inc. | January 10, 2020 | January 16, 2020 | |
| Division of Investment Management |
https://www.sec.gov/cgi-bin/browse-edgar
| Home | Search the Next-Generation EDGAR System | Previous Page | Modified: 07/18/2014 |


Welcome to That's the Spirit, your number one source for all things social. We're dedicated to providing you the best database of activities, with a focus on a simple, fast, and easy to use service.
We're working to turn our passion for event planning into a booming service. We hope you enjoy our service as much as we did creating it for you!
Sincerely,
That's the Spirit Team.
Cant find what you are looking for? You can recommend us new games from your accounts page! accounts page!


--- layout: page ---
In a stunning turn of events, the Secretary of State for the Environment has decided against signing off on the Forestry Commission's site lease extension to Europa and as a result Europa are now pulling outt!!!!!
We need your help to get our song to Julia Donaldson and Axel Scheffler!! We're asking the Gruffalo to join us in reminding his friends at the Forestry Commission that they should be "protecting our forests and woodlands" rather than selling them off to oil drilling companies.
Leith Hill is one of southern England's best loved Areas of Outstanding Natural Beauty. A decade ago the Forestry Commission decided to lease Bury Hill Wood on Leith Hill to Europa Oil and Gas to be drilled for oil. For the last nine years, the local community has campaigned tirelessly to protect our beloved hill from this proposal.
Last summer, a local mother and baby group had the idea of doing some Gruffalo-themed family protest events, as the Forestry Commission had been promoting Gruffalo-branded activities at places like Alice Holt forest. Inspired by this, a local dad decided to finish off a woodland musical instrument project for his kids. One evening, with the help of a bottle of wine, he used the tree guitar to write Gruffalo Blues.
A number of recording sessions were then held in the area, including drop-in events for anyone wishing to come along and sing. Out of these sessions the Leith Hill Community Blues Band was formed and the final version of "Gruffalo Blues (Save Leith Hill)" came to be.


MQM delegation meets govt team, reminds it of promises
by https://www.dawn.com/authors/4728/javed-hussain, Javed HussainA delegation of the Muttahida Qaumi Movement (MQM) called on a government team in Islamabad on Wednesday to remind the latter of the promises made in exchange for the former's support.
The delegation of the MQM, a coalition partner of the ruling PTI, was comprised of Federal Minister for Information Technology Khalid Maqbool Siddiqui, Aminul Haq, Amir Khan and Kanwar Naveed Jamil.
The government side included Defence Minister Pervez Khattak, PTI leader Jahangir Tareen and Adviser to the Prime Minister on Establishment Shahzad Arbab.
During the meeting, the Rs162 billion Karachi package promised by the federal government for Karachi was discussed while the MQM pushed for the immediate construction of the Hyderabad University, MQM's Haq told DawnNewsTV.
He said the party also demanded that the government take it into confidence in matters of policymaking.
"The government reacted positively to MQM's demands," Haq said, adding that consultations and meetings between the two sides will continue.
According to the MQM leader, "all issues" will be discussed when the two delegations next meet on Monday.
Last year, the MQM had won six National Assembly seats in the July 25 election and inked an agreement with the PTI, promising to extend its support to the latter for the formation of government in the Centre.
In exchange for MQM’s support for the federal government, the PTI had promised that a special federal package would be announced for Karachi, with an emphasis on the provision of water for its residents.
Additionally, the PTI had agreed that Sindh police reforms would be implemented, a university would be established in Hyderabad, and constituencies identified by MQM-P would be audited.
Prime Minister Imran Khan had earlier this year indicated that the PTI and MQM could contest the next elections as allies.


Input Tagihan
Debitur belum terdaftar
Debitur
Invalid Input
Jenis Tagihan
... Pilih Jenis Tagihan ...
Example help text that remains unchanged.
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Kode Biaya
... Pilih Kode Biaya ...
Example help text that remains unchanged.
Nomor Tagihan
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Nilai Tagihan
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Tanggal Jatuh Tempo
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High Priest Hollint:
I hear you've not even changed your occupation once! I fear that this test of mine will be too much for you at the moment, but train hard, complete your first occupation change, then come and see me.
(This quest may only be undertaken by Human characters of level 37 or higher, who have completed their first occupation change.)


Fletch Test
This is a document used for testing various Fletch functions.
Here is another paragraph.
Content 1
Content 2
Content 3
Content 4
Content 5
Content 6
Content 7
Content 8
Content 9
Here is an element.
Here is another element.
Here is yet another element.
Here is an emphasized element.
Here is a non-emphasized element.
South
North
West
East
Alpha
Beta
Gamma
The quick, brown fox jumps over the lazy dog.
Test Button


Okay I saw a level 28 shifter build somewhere, but I can't find it anymore. Anyone have a link?
What flavor of shifter are you looking for?
druid/shifter/monk good for PvM. Easy to lvl would be nice.
Want a specific form for your pleasure?
Tell us a bit more about the world you wish to play on?
Are you focused more on Offence or Versatility?
Dev Crit nerfed? HIPS nerfed?
Big Magic, Low Magic?
Do you want more of a Caster Type, Undead Type, Dragon, or something different than the standard issue Shifter?
I play on Arelith. Do you know that server?
nope, never played on it.
Quote: Okay I saw a level 28 shifter build somewhere, but I can't find it anymore. Anyone have a link?
Well, we used to have level 28 builds here, now the board has been changed to level 30 builds, though there isn't any "druid/shifter/monk" there, but there are a few shifter (with and without shifter class) builds... other than that, how are we to know where the heck you saw a level 28 shifter? it could be about anywhere.
Quote: Posted 06/25/07 16:29 (GMT) -- Monk9292
druid/shifter/monk good for PvM. Easy to lvl would be nice.
If you want Improved Humanoid Shapes you could go Druid 10/Shifter 17/Monk 1. If you are going after the Dragon shape you will need Champion of Torm class I believe to get it by level 28. I dont play the Shifter class much though, Bromium is your man for this subject. Give some more info.


Sudan verdict in Bashir graft trial on December 14
Bashir has been on trial in a Khartoum court since August on charges of illegally acquiring and using foreign funds -- offences that could land him behind bars for more than a decade.
The verdict in the corruption trial of Sudan's ousted president Omar al-Bashir is to be delivered on December 14, a judge announced Saturday, as his supporters staged a protest outside the court.
Bashir, who was overthrown by the army in April, has been on trial in a Khartoum court since August on charges of illegally acquiring and using foreign funds -- offences that could land him behind bars for more than a decade.
Several hearings have been held, including one on Saturday, in the presence of the deposed leader who followed the proceedings from inside a metal cage.
"It has been decided that on December 14 a session will be held to deliver the verdict," judge Sadeq Abdelrahman said.
Authorities seized 6.9 million euros, $351,770 and 5.7 million Sudanese pounds ($128,000) from Bashir's home, Abdelrahman said at the start of the trial in August.
Bashir said at the time that the funds were the remainder of $25 million received from Saudi Arabia's de facto ruler Crown Prince Mohammed bin Salman.
The aid, he said, formed part of Sudan's strategic relations with Saudi Arabia and were "not used for private interests but as donations".
Several defence witnesses testified in court, some backing up Bashir's account.
Against the backdrop of trial in Khartoum, calls have grown from global rights groups, activists and victims of the war in Darfur to transfer Bashir to The Hague-based International Criminal Court.
'No, No to ICC'
Bashir is wanted by the ICC for his alleged role in the Darfur war that broke out in 2003 as ethnic African rebels took up arms against Bashir's then Arab-dominated government, accusing it of marginalising the region economically and politically.
Khartoum applied what rights groups say was a scorched earth policy against ethnic groups suspected of supporting the rebels -- raping, killing, looting and burning villages.
The ICC has accused Bashir of genocide, war crimes and crimes against humanity in the vast western region of Darfur. He denies the charges.
About 300,000 people were killed and 2.5 million displaced in the conflict, according to the United Nations.
On Saturday, dozens of Bashir's supporters carrying his portraits held a protest outside the court, vowing to oppose any move by Sudan's new authorities to hand him over to the ICC.
"We are with you. We will never betray you. No, no to ICC," chanted the crowd as the former president was brought to the courthouse for the hearing.
"President Bashir represents the whole of Sudan. We have an independent judiciary and if any trials are to be held, they must be held here," said demonstrator Mohamed Ali Daklai.
"We reject any outside or foreign tribunal. ICC is anyway a political court used by Western countries to pressure the weak."
Bashir was ousted following nationwide protests against his iron-fisted rule of three decades.
The army generals who initially seized power after the president's fall refused to hand 75-year-old Bashir over to the ICC.


[gecode-users] very odd bug in small program
Denys Duchier
denys.duchier at univ-orleans.fr
Sun Sep 26 12:00:29 CEST 2010
I must be doing something embarassingly stupid, but I can't find the bug
in the small attached program below. With the line marked "comment this
out" commented out, I get the expected number of solutions, but if I
leave this linear constraint uncommented, I get none (I expect just as
many solutions, but with a cost computed for each one).
-------------- next part --------------
A non-text attachment was scrubbed...
Name: bug.cc
Type: text/x-c++src
Size: 1292 bytes
Desc: buggy program
URL: <http://www.gecode.org/pipermail/users/attachments/20100926/d6cc2520/attachment.cc>
-------------- next part --------------
Any help would be appreciated.
Cheers,
--Denys
More information about the users
mailing list


Bug #503
If there are no next and previous media, the navigation buttons should not appear
| Status: | Feedback | Start: | 08/20/2011 | ||
|---|---|---|---|---|---|
| Priority: | Normal | Due date: | |||
| Assigned to: | Caleb Davis | % Done: | 90% |
||
| Category: | Programming | ||||
| Target version: | - |
Description
Speaks for itself. If you only have one piece of media for whatever reason, the navigation still shows up. But both of the buttons are disabled, so they may just as well be gone completely.
I have no idea how hard this is to do though.
Attached is a screenshot.
History
Updated by Jef van Schendel 9 days ago
Typo in the ticket title: "not disappear" should of course be "not appear".
Updated by Caleb Davis 9 days ago
- Subject changed from If there are no next and previous media, the navigation buttons should not disappear to If there are no next and previous media, the navigation buttons should not appear
Updated by Caleb Davis 9 days ago
- Status changed from New to Feedback
- Assigned to set to Caleb Davis
- % Done changed from 0 to 50
Jef, like this?
EDIT: Chris pointed out you didn't want the Xs to go away completely, just in the case where the user had one media item only. Oops! How about this one?
Updated by Caleb Davis 8 days ago
- % Done changed from 50 to 90
Great, please review for merge. This was a bit of additional template logic.


What the Stealth?!
Play 5 questions
Play 10 questions
Play 20 questions
Fail on a wrong guess
Time:
Guessed:
Skipped:
Errored:
Total:
Skip
Try again
Opponent doesn't have any open power.
There were no cost-reduction or battle skills cards played.
Opponent doesn't have any other units unless otherwise specified.


|
YAX.Math
1.0
The standalone version of YAX's (and by extension XNA's) math utility classes.
|
Public Member Functions | |
| Vector3 (float val) | |
| Vector3 (float x, float y, float z) | |
| Vector3 (Vector2 xy, float z) | |
| void | Normalize () |
| Normalizes the vector, maintaining direction but reducing its length to 1. | |
| float | Length () const |
| Gets the length of the vector. | |
| float | LengthSquared () const |
| Gets the squared length of the vector. | |
| Vector3 & | operator+= (const Vector3 &) |
| Vector3 & | operator-= (const Vector3 &) |
| Vector3 & | operator*= (const Vector3 &) |
| Vector3 & | operator*= (float) |
| Vector3 & | operator/= (const Vector3 &) |
| Vector3 & | operator/= (float) |
Static Public Member Functions | |
| static Vector3 | Barycentric (const Vector3 &p1, const Vector3 &p2, const Vector3 &p3, float b2, float b3) |
| Performs a barycentric interpolation over a triangle defined by three Vector3s. More... | |
| static Vector3 | CatmullRom (const Vector3 &p1, const Vector3 &p2, const Vector3 &p3, const Vector3 &p4, float t) |
| Performs a Catmull-Rom interpolation between the second and third points of a spline. More... | |
| static Vector3 | Clamp (const Vector3 &point, const Vector3 &min, const Vector3 &max) |
| Clamps a Vector3's components between a min and max value. More... | |
| static Vector3 | Cross (const Vector3 &v1, const Vector3 v2) |
| Calculates the cross product of two Vector3s. | |
| static float | Distance (const Vector3 &p1, const Vector3 &p2) |
| Calculates the signed distance between two points represented by Vector3s. | |
| static float | DistanceSquared (const Vector3 &p1, const Vector3 &p2) |
| Calculates the squared distance between two points represented by Vector3s. | |
| static float | Dot (const Vector3 &v1, const Vector3 &v2) |
| Calculates the dot product between two Vector3s. | |
| static Vector3 | Hermite (const Vector3 &p1, const Vector3 &t1, const Vector3 &p2, const Vector3 &t2, float w) |
| Performs a Hermite Spline interpolation between two points. More... | |
| static Vector3 | Lerp (const Vector3 &p1, const Vector3 &p2, float t) |
| Performs a linear interpolation between two points. More... | |
| static Vector3 | Max (const Vector3 &v1, const Vector3 &v2) |
| Finds the maximum of each component between two Vector3s. More... | |
| static Vector3 | Min (const Vector3 &v1, const Vector3 &v2) |
| Finds the minimum of each component between two Vector3s. More... | |
| static Vector3 | Normalize (Vector3 vec) |
| Normalizes a given vector. More... | |
| static Vector3 | Reflect (const Vector3 &vec, const Vector3 &normal) |
| Reflects a Vector3 across a given normal;. More... | |
| static Vector3 | SmoothStep (const Vector3 &v1, const Vector3 &v2, float t) |
| Performs a Cubic Hermite interpolation between two Vector3s. More... | |
| static Vector3 | Transform (const Vector3 &v, const Matrix &m) |
| Transforms a Vector3 by a matrix. More... | |
| static Vector3 | Transform (const Vector3 &v, const Quaternion &q) |
| Rotates a Vector3 by a quaternion. More... | |
| static void | Transform (const std::vector< Vector3 > &source, ui32 sourceIdx, const Matrix &mat, std::vector< Vector3 > &dest, ui32 destIdx, ui32 count) |
| Transforms a list of Vector3s by a matrix and stores them in another list. More... | |
| static void | Transform (const std::vector< Vector3 > &source, ui32 sourceIdx, const Quaternion &q, std::vector< Vector3 > &dest, ui32 destIdx, ui32 count) |
| Rotates a list of Vector3s by a quaternion and stores them in another list. More... | |
| static void | Transform (const std::vector< Vector3 > &source, const Matrix &mat, std::vector< Vector3 > &dest) |
| Transforms all of the Vector3s in a list by a matrix. More... | |
| static void | Transform (const std::vector< Vector3 > &source, const Quaternion &q, std::vector< Vector3 > &dest) |
| Rotates all of the Vector3s in a list by a quaternion and stores them in another list. More... | |
| static Vector3 | TransformNormal (const Vector3 &normal, const Matrix &mat) |
| Transforms a normal vector by a matrix without applying translation. More... | |
| static void | TransformNormal (const std::vector< Vector3 > &source, ui32 sourceIdx, const Matrix &mat, std::vector< Vector3 > &dest, ui32 destIdx, ui32 count) |
| Transforms a list of normals by a matrix without applying translation. More... | |
| static void | TransformNormal (const std::vector< Vector3 > &source, const Matrix &mat, std::vector< Vector3 > &dest) |
| Transforms all of the normals in a list by a matrix. More... | |
Public Attributes | |
| float | X |
| float | Y |
| float | Z |
Static Public Attributes | |
| static const Vector3 | One = Vector3(1.0f) |
| static const Vector3 | UnitX = Vector3(1.0f, 0.0f, 0.0f) |
| static const Vector3 | UnitY = Vector3(0.0f, 1.0f, 0.0f) |
| static const Vector3 | UnitZ = Vector3(0.0f, 0.0f, 1.0f) |
| static const Vector3 | Zero |
| static const Vector3 | Backward = Vector3::UnitZ |
| static const Vector3 | Down = -Vector3::UnitY |
| static const Vector3 | Forward = -Vector3::UnitZ |
| static const Vector3 | Left = -Vector3::UnitX |
| static const Vector3 | Right = Vector3::UnitX |
| static const Vector3 | Up = Vector3::UnitY |
|
static |
Performs a barycentric interpolation over a triangle defined by three Vector3s.
| p1 | The first point of the triangle |
| p2 | The second point of the triangle |
| p3 | The third point of the triangle |
| b2 | The weight factor of the second point |
| b3 | The weight factor of the third point |
Definition at line 54 of file Vector3.cpp.
|
static |
Performs a Catmull-Rom interpolation between the second and third points of a spline.
| p1 | The first point of the spline |
| p2 | The second point of the spline |
| p3 | The third point of the spline |
| p4 | The fourth point of the spline |
| t | The interpolation weight |
Definition at line 59 of file Vector3.cpp.
|
static |
Clamps a Vector3's components between a min and max value.
| point | The Vector3 to clamp |
| min | The minimum values for each coordinate |
| max | The maximum values for each coordinate |
Definition at line 68 of file Vector3.cpp.
|
static |
Performs a Hermite Spline interpolation between two points.
| p1 | The first point of the spline |
| t1 | The slope of the spline at the first point |
| p2 | The second point of the spline |
| t2 | The slope of the spline at the second point |
| w | The interpolation weight |
Definition at line 100 of file Vector3.cpp.
Performs a linear interpolation between two points.
| p1 | The first point |
| p2 | The second point |
| t | The interpolation weight |
Definition at line 109 of file Vector3.cpp.
Finds the maximum of each component between two Vector3s.
Definition at line 118 of file Vector3.cpp.
Finds the minimum of each component between two Vector3s.
Definition at line 127 of file Vector3.cpp.
Reflects a Vector3 across a given normal;.
| vec | The vector to reflect |
| normal | The normal to reflect across |
Definition at line 142 of file Vector3.cpp.
Performs a Cubic Hermite interpolation between two Vector3s.
Definition at line 149 of file Vector3.cpp.
Transforms a Vector3 by a matrix.
| v | The vector to transform |
| m | The transformation matrix |
Definition at line 158 of file Vector3.cpp.
|
static |
Rotates a Vector3 by a quaternion.
| v | The Vector3 to rotate |
| q | The quaternion to apply |
Definition at line 168 of file Vector3.cpp.
|
static |
Transforms a list of Vector3s by a matrix and stores them in another list.
| source | The list of Vector3s to transform |
| sourceIdx | The index of the first Vector3 in source to transform |
| mat | The transformation matrix |
| dest | The list to insert the transformed Vector3s into |
| destIdx | The index of the first Vector3 in dest to replace |
| count | The number of Vector3s to transform |
Definition at line 175 of file Vector3.cpp.
|
static |
Rotates a list of Vector3s by a quaternion and stores them in another list.
| source | The list of Vector3s to rotate |
| sourceIdx | The index of the first Vector3 in source to rotate |
| q | The quaternion to apply |
| dest | The list to insert the rotated Vector3s into |
| destIdx | The index of the first Vector3 in dest to replace |
| count | The number of Vector3s to transform |
Definition at line 183 of file Vector3.cpp.
|
static |
Transforms all of the Vector3s in a list by a matrix.
| source | The list of Vector3s to transform |
| mat | The transformation matrix |
| dest | The list to insert the transformed Vector3s into |
Definition at line 191 of file Vector3.cpp.
|
static |
Rotates all of the Vector3s in a list by a quaternion and stores them in another list.
| source | The list of Vector3s to rotate |
| q | The quaternion to apply |
| dest | The list to insert the rotated Vector3s into |
Definition at line 196 of file Vector3.cpp.
Transforms a normal vector by a matrix without applying translation.
| normal | The Vector3 to transform |
| mat | The transformation matrix |
Definition at line 201 of file Vector3.cpp.
|
static |
Transforms a list of normals by a matrix without applying translation.
| source | The list of Vector3s to transform |
| sourceIdx | The index of the first Vector3 to transform |
| mat | The transformation matrix |
| dest | The list to insert the transformed Vector3s into |
| destIdx | The index of the first Vector3 in dest to replace |
| count | The number of Vector3s to transform |
Definition at line 211 of file Vector3.cpp.
|
static |
Transforms all of the normals in a list by a matrix.
| source | The list of Vector3s to transform |
| mat | The transformation matrix |
| dest | The list to insert the transformed Vector3s into |
Definition at line 219 of file Vector3.cpp.


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Task Declaration
| Pilot Name: | Date of flight: | ||
|---|---|---|---|
| Glider type: | Registration: | ||
| Flight recorder model: | Serial no: |
Route:
Pilot:
Signature:
Date:
Time:
Official Observer:
Signature:
Number:
Date:
Time:
Note: The coordinates in this declaration are definitive. If you are using GPS for navigation ensure these are the ones entered.


if you open a stat page on Battlelog with activated BF3Stats, bf3stats will always update their database if there are differents between EA Gameserver and BF3Stats Database.
You can see this process by the graph when the loading icon is visible.
if you open the real BF3stats page during this process you will see the old data before the update. you have to wait till the loading / updating is finished or reloading the BF3stats page.
dsmgb wrote:I would like to be able to go directly to the same battle report on BF3 Stats in order to get more details.
Thanks for the clarification, I was not aware that BBLog initiates an update.
ORFK wrote:dsmgb wrote:I would like to be able to go directly to the same battle report on BF3 Stats in order to get more details.
ohh that could be nice, i think thats a nice idea, we will see what brain thinks about it.


Friendships matter throughout life, and in early adolescence they provide validation and emotional support. Now a new study has found that friendships across ethnic groups in urban middle schools help protect youths from feeling vulnerable, making them feel less lonely and at the same time safer. As the population of children in the United States grows increasingly diverse, this study has implications for how educators oversee student interactions.
The study, by researchers at the University of California Los Angeles (UCLA) and the University of Groningen in the Netherlands, appears in the journal Child Development.
Researchers looked at 536 Latino and 396 African American sixth graders from 66 classrooms in 10 urban American middle schools that varied in ethnic diversity and were in predominantly low-income neighborhoods. The students reported on the number of same- and cross-ethnic friends they had, how vulnerable they felt, the quality of their friendships, and their ethnic identity.
Cross-ethnicity friendships increased as the ethnic diversity of classrooms rose, the study found. Youths who reported these friendships felt less vulnerable—less lonely, less victimized by peers, and safer at school—according to the findings. Earlier work by the same researchers found that greater classroom diversity predicted less vulnerability, and the researchers suggest that this may be because diverse classrooms have both more ethnic groups and groups of about the same size, which means that no one ethnic group is numerically more powerful than any other group. The current findings suggest that cross-ethnic friendships might partly explain the link between diversity and vulnerability.
"Students benefit when they take advantage of opportunities for cross-ethnic contact in forming friendships," explains Sandra Graham, professor of human development and psychology in the Department of Education at UCLA, who led the study. "The composition of classrooms can play a facilitative role."
Graham and her colleagues suggest that, even in ethnically diverse schools, administrators and teachers need to be especially sensitive to how organizational and instructional practices, such as academic tracking, promote or inhibit opportunities for students from different ethnic groups to interact.
AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert! system.


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2014: A Year in Review
28 Dec 2014 tagged in 2014, historian, history, public historySeeing as 2014 was a big plot-development year in my life (and this blog’s first full year of activity,) I wanted to spend this last Sunday summarizing exactly what I did this year.
- My sister and I obsessed over John Adams for basically a whole year. We watched the HBO miniseries last Christmas break, and my timing was perfect – she was studying the Founding Fathers in APUSH. Our love of the 2nd POTUS made for some exciting moments for the year: watching the movie and a performance of 1776, trading the McCullough biography back and forth, and an adventure to the great man’s homestead in Quincy.
- My Twitter became public in order to share my adventures in research, and it led to be retweeted by some awesome people and places – including the Smithsonian Institution Archives! I love Twitter for its accessibility for interactions with historians, academics and alt-ac communities, and overall cool people. Follow me there for more immediate & personal updates.
- I started & completed several internships, learning a lot about where history/public history is going. My hope to specialize my interests might have failed, but I am grateful for the people who have offered me the opportunity to participate in amazing projects. Not only have I learned about the complicated process of research, but I’ve learned a lot of tricks to do it myself. Read for the specifics here and here.
- I watched a lot of YouTube this year, including: Vlogbrothers, Emma Approved, Carmilla, Brain Scoop, New Adventures of Peter & Wendy, Frankenstein MD, The Art Assignment and PBS Idea Channel. I love this new(ish) trend of transmedia adaptations of novels, as well as the opportunity to get behind-the-scenes in the museum world. I’m sure my fascination with vloggers will continue – can’t wait to see what’s next from the YouTube community!
- I played a game with Will Shortz at NPLCon. This is totally irrelevant to my blog, but it was so much fun that I had to include it.
- I went to two conferences: THATCampNE and UMass GHA. I felt these two were a great way to dive into conference-going: I learned a lot from the presenters and from the overall experience. This time I was just a visitor – maybe next year I’ll be presenting at one?
- I obsessed over a beautiful whaling vessel. Many an afternoon was spent researching the Charles W. Morgan, the oldest whaling ship in the world, and its 38th voyage around New England. It’s still very close to my heart (as noted by my Mac’s desktop background.)
- I discovered and declared a second major: Digital Humanities. (If you don’t know what DH is, try this website for a good definition.) I’m really excited about this new academic path to add onto my love of history, and so far it’s taken me to exciting places. Keep an eye out for what I’m doing in that realm next year – should be some exciting stuff.
- I went to a lot of museums and historic sites (mostly in MA and RI) – I only wish I had the time/money to go exploring more often! One notable visit included that to RISD Museum, where I performed in the Great Gallery.
- I spent some quality time at UMass Amherst (as is expected when you attend said school) and within the Five College Consortium. As usual, my classes expanded my perspective and taught me countless pieces of knowledge to carry on. I also met some great mentors and had fascinating conversation with a number of professors about classwork and ideas moving forward.
Here’s to celebrating the year that was 2014, and I hope all my readers will continue to follow me in 2015.


“No one has ever become poor by giving.”
“No one is useless in this world who lightens the burdens of another.”
“When we give cheerfully and accept gratefully, everyone is blessed.”
“A kind gesture can reach a wound that only compassion can heal.”
“We only have what we give.”
“Doing nothing for others is the undoing of ourselves.”
“Give, but give until it hurts.”
“Strong people don't put others down... They lift them up.”
“I cannot do all the good that the world needs. But the world needs all the good that I can do.”


Welcome to Side-Channel Security, Inc.
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Here at SCS Inc we believe that by properly eliminating all side-channel attack surfaces we can ensure excellent security. We have hired industry experts to eliminate all of the following from our underlying hardware:
- Cache Attack
- Timing Attack
- Power Attack
Did you know almost all modern attacks are side-channel attacks? By eliminating all these attacks, even junior developers can write any code and know that it is secure. Furthermore, all our passwords must include at least 12 characters! Even if you could brute force a password each microsecond, brute forcing an a-z and '_' password would take over FOUR THOUSAND YEARS.
We are currently hiring a developer to run our algorithm security team to ensure that our algorithms are provably secure!
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