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bayesiains
nflows

Normalizing flows in PyTorch

24K 1K 138
probabilists
zuko

Normalizing flows in PyTorch

24K 457 36
settylab
mellon

Non-parametric density inference for single-cell analysis.

9K 73 4
sbi-dev
pyknos

Conditional density estimation with neural networks

5K 35 6
VincentStimper
normflows

PyTorch implementation of normalizing flow models

4K 944 133
dirmeier
surjectors

Surjection layers for density estimation with normalizing flows

2K 4 3
probabilists
lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

2K 134 12
paulbrodersen
entropy-estimators

Estimators for entropy and other information theoretic quantities of continuous distributions

1K 147 28
kaiguender
dddex

The package 'data-driven density estimation x' (dddex) turns any standard point forecasting model into an estimator of the underlying conditional density

1K 10 1
sissa-data-science
dadapy

Distance-based Analysis of DAta-manifolds in python

1K 145 23
alexandreday
fdc

Fast local density clustering for low-dimensional data

835 7 7
franciscovillaescusa
pylians

Libraries to analyze numerical simulations (python3)

783 71 39
davidnabergoj
torchflows

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

502 12 2
tersekmatija
lwcc

LWCC: A LightWeight Crowd Counting library for Python that includes several pretrained state-of-the-art models.

499 67 13
minaskar
sinflow

Sliced Iterative Normalizing Flow

326 10 0
aurelio-amerio
gensbi

Generative Models for Simulation-Based Inference in JAX

326 9 0
vahidzee
mdade

PyTorch wrapper for Deep Density Estimation Models

264 3 1
Karlmyh
awnn

Adaptive Weighted Nearest Neighbor Density Estimation

260 7 0
Karlmyh
nndensity

Implementation of Nearest Neighbor Based Density Estimation

214 7 0
NREL
uips

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

184 6 10
Karlmyh
nntry

Implementation of Nearest Neighbor Based Density Estimation

154 7 0
DIYer22
distribution-playground

2D Probability Distribution "Playground" for Generative Models.

148 4 0
kimmo1019
pyroundtrip

Roundtrip: density estimation with deep generative neural networks

109 64 14
bayesiains
matts-nflows

Normalizing flows in PyTorch

79 1K 138
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