normalizing-flows 开源项目推荐（279 个）

clementchadebec /benchmark_VAE

在Pytorch中统一变分自动编码器（VAE）实现（NeurIPS 2022）

janosh /awesome-normalizing-flows

归一化流的优质资源

bayesiains /nflows

Normalizing flows in PyTorch

StatMixedML /XGBoostLSS

An extension of XGBoost to probabilistic modelling

kamenbliznashki /normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

probabilists /zuko

Normalizing flows in PyTorch

StatMixedML /LightGBMLSS

An extension of LightGBM to probabilistic modelling

FranxYao /Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

keonlee9420 /PortaSpeech

PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech

biomedia-mira /deepscm

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

tonyduan /normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

gudovskiy /cflow-ad

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

kazewong /flowMC

Normalizing-flow enhanced sampling package for probabilistic inference in Jax

danielward27 /flowjax

该项目在 GitHub 上没有填写描述

ex4sperans /variational-inference-with-normalizing-flows

Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)

johannbrehmer /manifold-flow

Manifold-learning flows (ℳ-flows)

CompVis /net2net

Network-to-Network Translation with Conditional Invertible Neural Networks

aravindsrinivas /flowpp

Code for reproducing Flow ++ experiments

nicola-decao /BNAF

Pytorch implementation of Block Neural Autoregressive Flow

riannevdberg /sylvester-flows

该项目在 GitHub 上没有填写描述