Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Bayesian Inference Open Source Projects

Open source projects categorized as Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Rexamples ⭐ 103
worked R examples
most recent commit 9 months ago
Pycbc Tutorials ⭐ 101
Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.
most recent commit 10 months ago
Birch ⭐ 101
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
most recent commit 7 months ago
Awesome Bayes ⭐ 98
List of resources for bayesian inference
most recent commit 5 years ago
Pyvbmc ⭐ 97
PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
most recent commit 7 months ago
Bayesian Coresets ⭐ 96
Automated Scalable Bayesian Inference
most recent commit 3 years ago
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7most recent commit 5 years ago
Bayesian Cognitive Modeling In Pymc3 ⭐ 90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
most recent commit 6 years ago
Rethinking Pyro ⭐ 90
Statistical Rethinking with PyTorch and Pyro
most recent commit 4 years ago
Parbayesianoptimization ⭐ 88
Parallelizable Bayesian Optimization in R
total releases 5most recent commit 2 years ago
Bayes Toolbox ⭐ 88
bayes-toolbox
total releases 6most recent commit 4 months ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 5 years ago
Gelato ⭐ 85
Bayesian dessert for Lasagne
most recent commit 7 years ago
Reactivemp.jl ⭐ 85
High-performance reactive message-passing based Bayesian inference engine
most recent commit 3 months ago
Zigzagboomerang.jl ⭐ 83
Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection
most recent commit 2 years ago
Polychordlite ⭐ 81
Public version of PolyChord: See polychord.co.uk for PolyChordPro
most recent commit 3 months ago
Sgmcmcjax ⭐ 80
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
total releases 18most recent commit 6 months ago
Alice ⭐ 80
NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
most recent commit 6 years ago
Laplacesdemon ⭐ 77
A complete environment for Bayesian inference within R
dependent packages 39total releases 54most recent commit 2 years ago
Bridge.jl ⭐ 77
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
most recent commit 3 years ago
Geobipy ⭐ 75
Geophysical Bayesian Inference in Python. Docs:
most recent commit 3 months ago
Pathfinder.jl ⭐ 72
Preheat your MCMC
most recent commit 3 months ago
Covid19_inference ⭐ 71
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
total releases 10most recent commit 9 months ago
The 10 Latest Releases In Bayesian Inference Open Source Projects
Nestcheck ⭐ 15
Error analysis, diagnostic tests and plots for nested sampling calculations.
dependent packages 2total releases 14latest release August 17, 2019most recent commit 9 months agopypi nestcheck} Downloads
Bayesian_changepoint_detection ⭐ 597
Methods to get the probability of a changepoint in a time series.
dependent packages 2total releases 1latest release August 12, 2019most recent commit 8 months agopypi bayesian-changepoint-detection} Downloads
Maxentropy ⭐ 10
Maximum entropy and minimum divergence models in Python
dependent packages 1total releases 2latest release August 08, 2019most recent commit 5 years agopypi maxentropy} Downloads
Mxfusion ⭐ 93
Modular Probabilistic Programming on MXNet
total releases 7latest release May 30, 2019most recent commit 5 years ago
Riskyr ⭐ 18
A toolbox for rendering risk literacy more transparent
total releases 2latest release January 03, 2019most recent commit 3 months ago
Rlda ⭐ 6
total releases 9latest release December 13, 2018most recent commit 5 years ago
Ggdistribute ⭐ 15
ggplot2 extension for plotting distributions
total releases 3latest release November 15, 2018most recent commit 5 years ago
Delfi ⭐ 57
Density estimation likelihood-free inference
total releases 29latest release November 05, 2018most recent commit 4 years ago
Aboleth ⭐ 125
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation
total releases 10latest release September 20, 2018most recent commit 6 years ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.