mc2 | Tractable Computation of Expected Predictions | Machine Learning library

by UCLA-StarAI Python Version: Current License: No License

X-Ray Key Features Code Snippets(2)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | mc2 Summary

mc2 is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Numpy applications. mc2 has no bugs, it has no vulnerabilities and it has low support. However mc2 build file is not available. You can download it from GitHub.

Code for "On Tractable Computation of Expected Predictions, NeurIPS 2019"

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Quality

Security

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Support

mc2 has a low active ecosystem.

It has 7 star(s) with 0 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

mc2 has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of mc2 is current.

Quality

mc2 has no bugs reported.

Security

mc2 has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

License

mc2 does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

mc2 releases are not available. You will need to build from source code and install.

mc2 has no build file. You will be need to create the build yourself to build the component from source.

Top functions reviewed by kandi - BETA

kandi has reviewed mc2 and discovered the below as its top functions. This is intended to give you an instant insight into mc2 implemented functionality, and help decide if they suit your requirements.

Implements the other impute method
Generates a sequence of None values from lst
Create an instance from a list
Construct an instance from a list
Runs missing exp
Compute the expectation of a logistic circuit
Compute the value of an AND gate
Performs a batch prediction
Save the PSD as a DOT diagram
Reads a PSD file
Calculate the Hessian Hessian of a multinomial posterior
Fit the intercept function
Preprocess boston house data
Fit the model
Compute the model count of this expression
Sets up the true SDDs
Reads images and labels from a directory
Save the graph as a dot file
Compute the minimum cardinality of the SDD
Compute the logistic gradient of the logistic function
Read vtree from file
Fit the classification problem
Plot results in a paper
Ridge regression
Train a regression circuit
Learn a logistic circuit

Get all kandi verified functions for this library.

mc2 Key Features

No Key Features are available at this moment for mc2.

mc2 Examples and Code Snippets

Initialize clustering .

python

Lines of Code : 95

License : Non-SPDX (Apache License 2.0)

Copy

def __init__(self,
               inputs,
               num_clusters,
               initial_clusters=RANDOM_INIT,
               distance_metric=SQUARED_EUCLIDEAN_DISTANCE,
               use_mini_batch=False,
               mini_batch_steps_per_it

Generate a random set of centers .

python

Lines of Code : 82

License : Non-SPDX (Apache License 2.0)

Copy

def _kmc2_multiple_centers(self):
    """Adds new initial cluster centers using the k-MC2 algorithm.

    In each call to the op, the provided batch is split into subsets based on
    the specified `kmc2_chain_length`. On each subset, a single Markov

Community Discussions

Trending Discussions on mc2

How can I join 3 matrices in Java?

After configuring Spring Web security login gives me Invalid username and password error

After trying to test connection to h2 database or connect whitelabel error occurs

Kubernetes Pod unable to communicate with another Pod using a Service

Return array based on v-for selected options

React's useSelector with array of objects

Loading code from a TXT file on Action Script 3.0

Scrapping a table from asp.net page

Express Server issue with MIME type ('text/html')

How to pass std::less to a class template?

QUESTION

How can I join 3 matrices in Java?

Asked 2021-May-28 at 20:40

I want to join these 3 matrices shown below in Java. Is there a way for me to do so like looping or something? Any method will be fine.

...

ANSWER

Answered 2021-May-09 at 23:40

Seems you want to flatten the 3 input matrices, i.e. turn a 3x3 matrix into an array of 9 values, so start by writing a method for that. This is where you will need the System.arraycopy(Object src, int srcPos, Object dest, int destPos, int length) helper method.

Source https://stackoverflow.com/questions/67462044

QUESTION

After configuring Spring Web security login gives me Invalid username and password error

Asked 2021-Apr-12 at 14:21

After configuring Spring's Web Security my register works expected but when I try to login my login page says that my username or password is invalid a I am using in memory h2 database and I checked database values after register if I am typing in correct (username, password). When i used hardcoded values in UserDetail Service login worked like expected

...

ANSWER

Answered 2021-Apr-12 at 14:18

Move

Source https://stackoverflow.com/questions/67058238

QUESTION

After trying to test connection to h2 database or connect whitelabel error occurs

Asked 2021-Apr-06 at 15:52

After running Spring boot project and going to localhost:8080/h2-console and after trying to connect to my database I get whitelabel error when i click any button on h2-console screen. I am using in memory database. I am trying to connect to database with classic username:sa and password:(blank) Even after clicking Save i get whitelabel error
application properties:

...

ANSWER

Answered 2021-Apr-06 at 15:52

After research i found out that spring security csrf blocks h2-console so what is needed to continue is to add next code to the WebSecurityConfig class

Source https://stackoverflow.com/questions/66959294

QUESTION

Kubernetes Pod unable to communicate with another Pod using a Service

Asked 2021-Mar-23 at 11:09

I have 2 Pods with 1 container each. The container names are:

mc1 container hosts an asp.net core razor pages app while mc2 hosts a web api app. Now mc1 has to communicate with mc2 i.e. razor page app has to call web api app.

I have tried to explain it in the below image:

I created 2 deployments for these 2 pods:

...

ANSWER

Answered 2021-Mar-23 at 10:07

As stated in the official kubernetes documentation:

Kubernetes creates DNS records for services and pods. You can contact services with consistent DNS names instead of IP addresses.

In order to communicate Pod-to-Pod through a service in your cluster you have to use the following syntax :

{service_name}.{namespace}.svc.cluster.local

So in your case, with curl it would be :

Source https://stackoverflow.com/questions/66760610

QUESTION

Return array based on v-for selected options

Asked 2021-Mar-21 at 22:45

i'm trying to loop into an array of data , and i have other fileds that are selecteble based on the first selected option.

But when i change one chiled, all other seletion filed reseted to the default empty.

here is the code that im using :

the Template :

...

ANSWER

Answered 2021-Mar-19 at 13:06

You need to bind reactive properties to your filters.

Then reference those in your template, or use a computed property that includes the items and the filter parameters.

You are using methods, but when you change your filters they wont recompute.

Source https://stackoverflow.com/questions/66690825

QUESTION

React's useSelector with array of objects

Asked 2021-Feb-18 at 17:57

Let's say I have a reducer with the following state:

...

ANSWER

Answered 2021-Feb-18 at 17:40

You can use "useEffect" hook for this.

Source https://stackoverflow.com/questions/66264894

QUESTION

Loading code from a TXT file on Action Script 3.0

Asked 2020-Nov-29 at 03:21

Is there a way to load external code from a .txt file on action script 3? I'd like to put some addChild() codes inside a .txt file to execute on Flash then, for example:

file.txt content

...

ANSWER

Answered 2020-Nov-29 at 03:21

You need a function that re-creates the txt files's code dynamically inside AS3.

(1) Extract the code lines into some array of Strings.

(2) Make a function to extract each line into parts.
(eg: extract the command addChild and parameter mc1).

(3) Make a function run_Code where you use the command and parameter.

Example code without array, just a string value, for simplicity...

Source https://stackoverflow.com/questions/65041803

QUESTION

Scrapping a table from asp.net page

Asked 2020-Nov-03 at 16:37

the page source from a asp.net page is as shown below:

...

ANSWER

Answered 2020-Nov-03 at 16:37

You can simply use pandas:

Source https://stackoverflow.com/questions/64644322

QUESTION

Express Server issue with MIME type ('text/html')

Asked 2020-Nov-03 at 00:18

Just started Express server module in my school. I have made a very simple website just to try it but it seems that the css file is not being executed (checked in chrome's terminal cl).

Refused to apply style from 'http://localhost:3000/public/style.css' because its MIME type ('text/html') is not a supported stylesheet MIME type, and strict MIME checking is enabled. home:26
GET http://localhost:3000/public/einstein-home.jpg 404 (Not Found)

...

ANSWER

Answered 2020-Nov-03 at 00:18

I can strongly recommend not rolling your own templating: express comes with ejs built in, and if you need something more elaborate, adding better templating through pug or nunjucks are perfectly fine options. Rely on res.render() to generate your HTML files, don't use res.write or res.sendFile.

As for why things are not working properly, remember to read up on how static works: you tell Express which directories it needs to check for URL requests before moving on to the "real" routes, where -crucially- the name of the dir does not map to the URLs.

I.e. if you have this:

Source https://stackoverflow.com/questions/64655045

QUESTION

How to pass std::less to a class template?

Asked 2020-Sep-24 at 23:43

I want to pass a std::less but pass it as a template to a class, like this:

...

ANSWER

Answered 2020-Sep-24 at 23:43

Like any other static class variable, you would need to provide a storage definition for comp for every specific template instantiation that you want to use, eg:

Source https://stackoverflow.com/questions/64055477

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install mc2

You can download it from GitHub.
You can use mc2 like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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