flowtorch

This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a community of users and contributors by focusing initially on complete infra and documentation for how to use and create components. (by facebookincubator)

Flowtorch Alternatives

Similar projects and alternatives to flowtorch

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better flowtorch alternative or higher similarity.

flowtorch reviews and mentions

Posts with mentions or reviews of flowtorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-07.
  • [P] Zuko, a fresh approach to normalizing flows in PyTorch
    4 projects | /r/MachineLearning | 7 Feb 2023
    Normalizing flows (NFs) are very useful tools to build and train expressive parametric distributions. There exists a few libraries for NFs in PyTorch such as nflows, FrEIA and FlowTorch but, in my opinion, their complex APIs and the lack of documentation (except for FrEIA) makes them hard to approach. I initially planned on contributing to their repositories as they did not implement some architectures like neural autoregressive flow, unconstrained monotonic neural networks, sum-of-square polynomial flow or continuous normalizing flow. Unfortunately, none of the libraries seemed under active development anymore at the time.

Stats

Basic flowtorch repo stats
1
297
1.7
about 1 year ago

facebookincubator/flowtorch is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of flowtorch is Jupyter Notebook.


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