beyondml package

Subpackages

Module contents

BeyondML (formerly MANN) is a Python package which enables creating sparse multitask artificial neural networks (MANNs) compatible with [TensorFlow](https://tensorflow.org) and [PyTorch](https://pytorch.org). This package contains custom layers and utilities to facilitate the training and optimization of models using the Reduction of Sub-Network Neuroplasticity (RSN2) training procedure developed by [AI Squared, Inc](https://squared.ai).

### Installation

This package is available through [PyPi](https://pypi.org) and can be installed via the following command:

`bash pip install beyondml `

### Capabilities

There are two major subpackages within the BeyondML package, the beyondml.tflow and the beyondml.pt packages. The beyondml.tflow package contains functionality for building multitask models using TensorFlow, and the beyondml.pt package contains functionality for building multitask models using PyTorch.