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Search results for normalizing flows density estimation

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19 search results found

Awesome Normalizing Flows ⭐ 1,232

Awesome resources on normalizing flows.

Normalizing flows in PyTorch

Normalizing Flows ⭐ 520

PyTorch implementation of normalizing flow models

Normalizing flows in PyTorch

Code for reproducing Flow ++ experiments

Pytorch implementation of Block Neural Autoregressive Flow

Normalizing Flows ⭐ 135

Implementation of normalizing flows in TensorFlow 2 including a small tutorial.

Manifold Flow ⭐ 131

Manifold-learning flows (ℳ-flows)

Variational Inference With Normalizing Flows ⭐ 106

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

Likelihood-free AMortized Posterior Estimation with PyTorch

Pytorchdiscreteflows ⭐ 68

Discrete Normalizing Flows implemented in PyTorch

Nanoflow ⭐ 53

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity."

Open source implementation to the paper "IKFlow: Generating Diverse Inverse Kinematics Solutions"

Gradient Boosted Normalizing Flows ⭐ 21

We got a stew going!

Tf Invertible Resnet ⭐ 19

A TensorFlow implementation of Invertible Residual Networks

Face A Normalizing Flow Based Cardinality Estimator ⭐ 17

A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator

Rotation-Based Iterative Gaussianization algorithm.

Pytorch Nice ⭐ 12

Implementation of non-linear independent components estimation (NICE) in pytorch

Ffjord Rnode ⭐ 8

Regularized Neural ODEs (RNODE)

Jax Conditional Flows ⭐ 7

Normalizing flow models allowing for a conditioning context, implemented using Jax, Flax, and Distrax.

Normalizing Flows ⭐ 6

This repository offers an implementation of some common architectures for normalizing flows.

Phase Space Sampling ⭐ 5

Reduce a large and high-dimensional dataset by downselecting data uniformly in phase space

Normalizing Flows ⭐ 5

Modern normalizing flows in Python. Simple to use and easily extensible.

Planar Flows ⭐ 5

PyTorch implementation of planar flows

1-19 of 19 search results

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