Top 8 normalizing-flow Open-Source Projects

benchmark_VAE

4 1,705 6.1 Python

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
awesome-normalizing-flows

1 1,326 3.6 Python

Awesome resources on normalizing flows.
Scout Monitoring

www.scoutapm.com featured

Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
nflows

2 809 3.2 Python

Normalizing flows in PyTorch
deepscm

1 257 0.0 Jupyter Notebook

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

Project mention: Reproducing paper deepscm | /r/CausalInference | 2023-06-21

I am currently working on reproducing the deepscm paper and finding it hard. Anyone worked before on the paper who can guide me - Link

zuko

1 258 7.8 Python

Normalizing flows in PyTorch
cflow-ad

1 223 4.3 Python

Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"
InvertibleNetworks.jl

1 147 7.6 Julia

A Julia framework for invertible neural networks
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
HuManiFlow

1 70 5.9 Python

[CVPR 2023] Code repository for HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation

Project mention: [R] HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation | /r/MachineLearning | 2023-06-04

Github

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

normalizing-flows related posts

[P] Zuko, a fresh approach to normalizing flows in PyTorch

4 projects | /r/MachineLearning | 7 Feb 2023
[D] Understanding Generative Flow

1 project | /r/MachineLearning | 22 Jul 2021