stefanwebb/flowtorch-old

Separating Normalizing Flows code from Pyro and improving API

Copyright (c) FlowTorch Development Team.

This source code is licensed under the MIT license found in the LICENSE.txt file in the root directory of this source tree.

💥 This repository contains an archived version of Flowtorch from early 2021. Development has continued in a private repo..

Overview

FlowTorch is a PyTorch library for learning and sampling from complex probability distributions using a class of methods called Normalizing Flows.

Installing

An easy way to get started is to install from source:

git clone https://github.com/stefanwebb/flowtorch.git
cd flowtorch
pip install -e .

Further Information

We refer you to the FlowTorch website for more information about installation, using the library, and becoming a contributor. Here is a handy guide:

• What are normalizing flows?
• How do I install FlowTorch?
• How do I construct and train a distribution?
• How do I contribute new normalizing flow methods?
• Where can I report bugs?
• Where can I ask general questions and make feature requests?
• What features are planned for the near future?