28 Open Source Density Estimation Software Projects
Free and open source density estimation code projects including engines, APIs, generators, and tools.
Variational Inference With Normalizing Flows 130 ⭐
Reimplementation of Variational Inference with Normalizing Flows (https://arxiv.org/abs/1505.05770)
Extreme Deconvolution 67 ⭐
Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data
Lukasrinder Normalizing Flows 44 ⭐
Implementation of normalizing flows in TensorFlow 2 including a small tutorial.
Structured Volume Sampling 17 ⭐
A clean room implementation of Structured Volume Sampling by Bowles and Zimmermann in Unity
Tansey Sdp 14 ⭐
Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning