Projects in Awesome Lists tagged with density-estimation

https://github.com/vincentstimper/normalizing-flows

PyTorch implementation of normalizing flow models

density-estimation glow invertible-neural-networks neural-spline-flow normalizing-flow pytorch real-nvp residual-flow variational-autoencoder variational-inference

Last synced: 21 Jul 2025

https://github.com/VincentStimper/normalizing-flows

PyTorch implementation of normalizing flow models

density-estimation glow invertible-neural-networks neural-spline-flow normalizing-flow pytorch real-nvp residual-flow variational-autoencoder variational-inference

Last synced: 11 May 2025

https://github.com/bayesiains/nflows

Normalizing flows in PyTorch

density-estimation generative-model normalizing-flows pytorch

Last synced: 13 Mar 2025

https://github.com/ikostrikov/pytorch-flows

PyTorch implementations of algorithms for density estimation

deep-learning density-estimation neural-networks probabilities pytorch

Last synced: 05 Apr 2025

https://github.com/probabilists/zuko

Normalizing flows in PyTorch

deep-learning density-estimation generative-model normalizing-flows probability torch

Last synced: 14 Dec 2025

https://github.com/johannbrehmer/manifold-flow

Manifold-learning flows (ℳ-flows)

density-estimation manifold-learning normalizing-flows notagan

Last synced: 16 Jan 2026

https://github.com/aravindsrinivas/flowpp

Code for reproducing Flow ++ experiments

deep-learning density-estimation generative-models neural-networks normalizing-flows tensorflow

Last synced: 09 May 2025

https://github.com/nicola-decao/BNAF

Pytorch implementation of Block Neural Autoregressive Flow

density-estimation neural-networks normalizing-flows variational-autoencoder

Last synced: 11 May 2025

https://github.com/ermongroup/sliced_score_matching

Code for reproducing results in the sliced score matching paper (UAI 2019)

density-estimation energy-based-model score-estimation score-matching uai2019

Last synced: 08 May 2025

https://github.com/paulbrodersen/entropy_estimators

Estimators for the entropy and other information theoretic quantities of continuous distributions

density-estimation entropy

Last synced: 06 Apr 2026

https://github.com/LukasRinder/normalizing-flows

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

deep-learning density-estimation generative-models normalizing-flows

Last synced: 27 Mar 2025

https://github.com/senya-ashukha/real-nvp-pytorch

Real NVP PyTorch a Minimal Working Example | Normalizing Flow

deep-learning density-estimation nf normalizing-flow normalizing-flows pytorch real-nvp

Last synced: 05 Jul 2025

https://github.com/mlr-org/mlr3proba

Probabilistic Learning for mlr3

density-estimation machine-learning mlr3 probabilistic-regression probabilistic-supervised-learning r r-package supervised-learning survival-analysis

Last synced: 04 Apr 2025

https://github.com/sissa-data-science/DADApy

Distance-based Analysis of DAta-manifolds in python

data-analysis data-science density-based-clustering density-estimation intrinsic-dimension machine-learning manifolds python

Last synced: 01 May 2025

https://github.com/probabilists/lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

bayesian density-estimation density-ratio-estimation inference likelihood-free-inference normalizing-flows probability python pytorch simulation-based-inference

Last synced: 09 Apr 2025

https://github.com/jobovy/extreme-deconvolution

Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data

c density-estimation gaussian-mixture-models machine-learning python uncertainty

Last synced: 06 Apr 2025

https://github.com/joshday/averageshiftedhistograms.jl

⚡ Lightning fast density estimation in Julia ⚡

big-data density-estimation julia kernel-density-estimation online-algorithms

Last synced: 16 Mar 2025

https://github.com/l0sg/nanoflow

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

deep-generative-model density-estimation generative-models normalizing-flows probabilistic-models pytorch speech-synthesis

Last synced: 11 Jul 2025

https://github.com/kimmo1019/Roundtrip

Roundtrip: density estimation with deep generative neural networks

deep-generative-model deep-learning density-estimation gan likelihood-free-inference

Last synced: 15 Jul 2025

https://github.com/franxyao/gumbel-crf

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

crf data-to-text deep-generative-model density-estimation generative-model gradient-estimator paraphrase-generation structured-prediction text-generation

Last synced: 30 Apr 2025

https://github.com/ermongroup/mintnet

MintNet: Building Invertible Neural Networks with Masked Convolutions

density-estimation flow-models invertible-neural-networks masked-convolutions neurips2019

Last synced: 08 May 2025

https://github.com/miskcoo/kscore

Nonparametric Score Estimators, ICML 2020

density-estimation gradient-estimator machine-learning statistics

Last synced: 11 Jul 2025

https://github.com/juliaml/densityratioestimation.jl

Density ratio estimation in Julia

density-estimation density-ratio density-ratio-estimation transfer-learning

Last synced: 29 Dec 2025

https://github.com/sbi-dev/pyknos

Conditional density estimation with neural networks

density-estimation mixture-density-networks normalizing-flows

Last synced: 27 Jul 2025

https://github.com/gokselgoktas/structured-volume-sampling

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

density-estimation graphics-programming noise optimization ray-marching unity volume-rendering

Last synced: 01 Apr 2025

https://github.com/robert-giaquinto/gradient-boosted-normalizing-flows

We got a stew going!

boosting deep-generative-model density-estimation normalizing-flows pytorch variational-autoencoder variational-inference

Last synced: 23 Apr 2025

https://github.com/maximevandegar/normalizing-flows

A repository to learn about Flows, mostly from papers

density-estimation generative-model inference normalizing-flows variational-inference

Last synced: 13 Aug 2025

https://github.com/clberube/pydlc

Simplified Python implementation of the Density Line Chart by Moritz & Fisher.

datavisualization density-estimation sequential-data timeseries

Last synced: 16 May 2025

https://github.com/mbjoseph/scr-stan

Spatial capture-recapture models in Stan

bayesian-statistics capture-recapture data-augmentation density-estimation ecology r spatial stan

Last synced: 26 Apr 2025

https://github.com/nhejazi/haldensify

:package: R/haldensify: Highly Adaptive Lasso Conditional Density Estimation

causal-inference conditional-density-estimates density-estimation highly-adaptive-lasso inverse-probability-weights machine-learning nonparametric-regression propensity-score

Last synced: 16 Aug 2025

https://github.com/tansey/sdp

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

deep-learning density-estimation machine-learning-algorithms probability-distribution tensorflow tensorflow-models

Last synced: 07 Oct 2025

https://github.com/majsylw/microbial-counting-review

A list of useful resources in the microbial colony classification and detection, such as datasets, papers, links to projects

agar-plate cfu classification datasets density-estimation microbial-colonies microbial-counting microbial-detection microbiology object-detection synthetic-dataset-generation

Last synced: 06 Jan 2026

https://github.com/ermongroup/hyperspn

PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021

density-estimation probabilistic-circuits pytorch regularization sum-product-networks

Last synced: 08 May 2025

https://github.com/awehenkel/normalizing-flows

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

density-estimation neural-network normalizing-flows

Last synced: 30 Jun 2025

https://github.com/davidnabergoj/torchflows

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

density-estimation generative-model machine-learning normalizing-flow python pytorch sampling

Last synced: 13 Jun 2025

https://github.com/aurelio-amerio/gensbi

A JAX machine learning library to connect generative models with scientific discovery

density-estimation diffusion-models flax flow-matching jax sbi

Last synced: 03 Mar 2026

https://github.com/lupalab/ace

Official code for the paper "Arbitrary Conditional Distributions with Energy".

arbitrary-conditioning density-estimation energy-based-model

Last synced: 15 Jul 2025

https://github.com/parham1998/kernel-density-estimation

Implementation of Kernel-Density-Estimation (KDE) with Matlab

density-estimation gaussian-kernel gaussian-mixture-models kernel-density-estimation matlab pattern-recognition theodoridis

Last synced: 10 Oct 2025

https://github.com/alexandreday/fast_density_clustering

Fast local density clustering for low-dimensional data

clustering density-estimation sklearn

Last synced: 13 Apr 2025

https://github.com/spatstat/spatstat.linnet

Sub-package of spatstat containing code for linear networks

density-estimation heat-equation kernel-density-estimation network-analysis point-processes spatial-data-analysis statistical-analysis statistical-inference statistical-models

Last synced: 31 May 2026

https://github.com/minaskar/sinflow

Sliced Iterative Normalizing Flow with Minimal Dependencies

density-estimation machine-learning normalizing-flow normalizing-flows numpy sampling scikit-learn scipy spline splines

Last synced: 25 Jul 2025

https://github.com/d3group/dddex

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

data-science density-estimation operations-research

Last synced: 24 Apr 2025

https://github.com/diyer22/distribution_playground

2D Probability Distribution "Playground" for Generative Models.

density-estimation generative-model probability-distribution

Last synced: 02 Mar 2026

https://github.com/dirmeier/surjectors

Surjection layers for density estimation with normalizing flows

bijections density-estimation normalizing-flows python surjections

Last synced: 29 Oct 2025

https://github.com/romunov/secr_resources

Resources that might come handy to anyone using spatially explicit mark-capture-recapture models.

capture-recapture-models density-estimation ecology hierarchical-models population-density population-size spatially-explicit-models

Last synced: 22 Jan 2026

https://github.com/upc-ghs/gpkde

Fortran Code for Grid Projected Kernel Density Estimation From Multidimensional Particle Distributions

concentration density-estimation fortran kernel particles three-dimensional

Last synced: 26 Feb 2026

https://github.com/vahidzee/torchde

PyTorch wrapper for Deep Density Estimation Models

density-estimation energy-based-model masked-autoencoder pytorch sgld

Last synced: 26 Oct 2025

https://github.com/msmrexe/pytorch-normalizing-flows-2d

A from-scratch implementation of a Normalizing Flow (Real NVP) to model and sample from a 2D 'two-moons' distribution. Allows for GIF visualization of the NF evolution.

change-of-variables course-project density-estimation generative-models maximum-likelihood-estimation normalizing-flows pytorch real-nvp university-project

Last synced: 12 May 2026

https://github.com/sankhamukherjee/densitynn

density-estimation gaussian-mixture-models gaussian-processes noromalizing-flows

Last synced: 05 Mar 2025

https://github.com/francois-drielsma/synapse

Synergistic Analysis of Phase Space Evolution

accelerator-physics density-estimation nonparametric-statistics

Last synced: 11 Oct 2025

https://github.com/oelin/density-estimation

Literature on density estimation.

density-estimation literature

Last synced: 14 Mar 2026

https://github.com/njurquet/racool

Software for ESP32-S3 based PCB to estimate human density with temperature, CO2, antenna sensors.

arduino density-estimation esp32 iot pcb

Last synced: 15 Apr 2026

https://github.com/rystrauss/deformer

A JAX implementation of DEformer for arbitrary conditioning.

arbitrary-conditioning autoregressive deformer density-estimation imputation jax order-agnostic

Last synced: 16 Jun 2026

https://github.com/ratwolfzero/hopalong_python

Generative Density Approximation for Deterministic Point Patterns: The Hopalong Attractor

attractors barry-martin density-approximation density-estimation deterministic discretization dynamics emergent-density generative-methods hopalong hopalong-attractor martin-map non-linear non-linear-dynamics orbis pixel-based probability-density-function python quantization strange-attractors

Last synced: 27 Feb 2026

https://github.com/tsuchiya-lab/dsdp

R Package for Density Estimation with Semidefinite Programming

density-estimation r-package semidefinite-programming

Last synced: 19 Feb 2026

https://github.com/jppgks/shenanigan

Toy notebooks as research preparation into generative adversarial networks

density-estimation gan generative-adversarial-network

Last synced: 14 Sep 2025

https://github.com/hamiltoncj/qgis-densityanalysis-plugin

QGIS plugin that automates the creation of density heatmaps with a heatmap explorer to examine the areas of greatest concentrations. It includes H3, geohash, and polygon density map algorithms along with several styling algorithms.

analysis density density-analysis density-estimation gis heatmaps kernel plugin point polygon qgis style