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hyperlib

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Machine learning components in the hyperbolic space

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::hyperlib

Usage Tracking

0.0.6
0.0.4
0.0.3
3 / 8 versions selected
Downloads (Last 6 months): 0

Description

This library implements common Neural Network components in the hypberbolic space (using the Poincare model). The implementation of this library uses Tensorflow as a backend and can easily be used with Keras and is meant to help Data Scientists, Machine Learning Engineers, Researchers and others to implement hyperbolic neural networks. You can also use this library for uses other than neural networks by using the mathematical functions available in the Poincare class. In the future we may implement components that can be used in models other than neural networks.

About

Summary

Machine learning components in the hyperbolic space

Last Updated

Jun 10, 2022 at 19:53

License

MIT

Total Downloads

22.7K

Version Downloads

17.1K

Supported Platforms

linux-64
macOS-64

Unsupported Platforms

noarch Last supported version: 0.0.3