harmonium | Simple Restricted Boltzmann Machine implementation | Machine Learning library

by aby2s Python Version: Current License: Apache-2.0

X-Ray Key Features Code Snippets Community Discussions(3)Vulnerabilities Install Support

kandi X-RAY | harmonium Summary

harmonium is a Python library typically used in Artificial Intelligence, Machine Learning, Tensorflow applications. harmonium has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Simple Restricted Boltzmann Machine implementation with TensorFlow.

Support

Quality

Security

License

Reuse

Support

harmonium has a low active ecosystem.

It has 6 star(s) with 3 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

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

It has a neutral sentiment in the developer community.

The latest version of harmonium is current.

Quality

harmonium has 0 bugs and 7 code smells.

Security

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

harmonium code analysis shows 0 unresolved vulnerabilities.

There are 1 security hotspots that need review.

License

harmonium is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

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

Build file is available. You can build the component from source.

Installation instructions are not available. Examples and code snippets are available.

It has 366 lines of code, 36 functions and 7 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

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

Compile the model
Sample from the model
Compute the energy of the hidden state
Calculate cost update
Stolen from the hidden state
Call the nonlinearity function
Return the nonlinearity of a kernel
Saves weights to file
Tile weights
Fits the RBM
Logs a formatted message
Load MNIST dataset
Saves hidden state to file
Generate the hidden state space
Runs burn_in
Creates a PCD PCD
Returns weights for the model

Get all kandi verified functions for this library.

harmonium Key Features

No Key Features are available at this moment for harmonium.

harmonium Examples and Code Snippets

No Code Snippets are available at this moment for harmonium.

Community Discussions

Trending Discussions on harmonium

SPARQL: Using filter in query

using conditional CONSTRUCT queries in SPARQL

Json has value but it returns null/nill

QUESTION

SPARQL: Using filter in query

Asked 2019-Dec-20 at 01:37

I recently started using SPARQL and have an exercise to make a query that will allow me to get song titles that have a singer as their only vocalist? In this case being John Lennon the only singer.

I have a beatles.ttl data file, so far I was able to select all the songs where John Lennon is lead singer, however there are songs where he is lead singer with 2 other band members.

...

ANSWER

Answered 2019-Dec-15 at 22:35

The trick is to realize that you can rephrase "John Lennon is the only vocalist" to "none of the vocalists are anyone other than John Lennon". Then you can use FILTER NOT EXISTS, like so:

Source https://stackoverflow.com/questions/59340913

QUESTION

using conditional CONSTRUCT queries in SPARQL

Asked 2019-Dec-19 at 23:30

I am in need of some help regarding SPARQL construct queries. How is it possible to make a CONSTRUCT query with an IF condition to get triples that enable rules representation?

Like a CONSTRUCT query that enables us to express the following rules:

If X is an instance of a C1 class, and C1 is a subclass of a C2 class, then X is an instance of C2.

and

If X has in P1 property the value V, and P1 is a subproperty of P2, then X has in property P2 the value V.

For this Data File (Beatles.ttl)

...

ANSWER

Answered 2019-Dec-19 at 23:30

As suggested in the comments: you don't actually need a conditional to express this. All you're doing in the left-hand side of the rule is matching a combination of triple patterns. This is exactly what the WHERE clause in a SPARQL query does. Similarly, the right-hand side of the rule simply recombines matched resources into new triple patterns - this is exactly what the CONSTRUCT clause does. For example:

If X is an instance of a C1 class, and C1 is a subclass of a C2 class, then X is an instance of C2.

That could be expressed as:

Source https://stackoverflow.com/questions/59411550

QUESTION

Json has value but it returns null/nill

Asked 2019-Jul-29 at 12:13

This is the initial response

...

ANSWER

Answered 2019-Jul-29 at 12:08

It's worth it to read the documentation of SwiftyJSON. In the description of init(_ object: Any) there is a note:

note: this does not parse a String into JSON, instead use init(parseJSON: String)

Source https://stackoverflow.com/questions/57253340

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

Vulnerabilities

No vulnerabilities reported

Install harmonium

You can download it from GitHub.
You can use harmonium 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.