21 Open source projects that are alternatives of or similar to sliced_score_matching

Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)

Density estimation likelihood-free inference. No longer actively developed see https://github.com/mackelab/sbi instead

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

PyTorch Implementation of Google Brain's WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis

Nonparametric Score Estimators, ICML 2020

Libraries to analyze numerical simulations (python3)

Random Forests for Density Estimation in Python

ML algorithm for real-time classification

The julia package for nonparametric density estimate and regression

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Implementation of NeurIPS 20 paper: Latent Template Induction with Gumbel-CRFs

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

PyTorch implementation of normalizing flow models

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

Neural Relation Understanding: neural cardinality estimators for tabular data

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

A clean room implementation of Structured Volume Sampling by Bowles and Zimmermann in Unity

⚡ Lightning fast density estimation in Julia ⚡

We got a stew going!

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)