Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for mcmc
mcmc
x
479 search results found
Pymc
⭐
8,128
Bayesian Modeling and Probabilistic Programming in Python
Machinelearning
⭐
4,030
My blogs and code for machine learning. http://cnblogs.com/pinard
Machine Learning Session
⭐
3,188
Numpyro
⭐
1,966
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Turing.jl
⭐
1,925
Bayesian inference with probabilistic programming.
Bayesian Neural Networks
⭐
1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Emcee
⭐
1,389
The Python ensemble sampling toolkit for affine-invariant MCMC
Owl
⭐
1,178
Owl - OCaml Scientific Computing @ https://ocaml.xyz
Rstan
⭐
983
RStan, the R interface to Stan
Fastfm
⭐
955
fastFM: A Library for Factorization Machines
Bda_py_demos
⭐
851
Bayesian Data Analysis demos for Python
Boltzmann Machines
⭐
792
Boltzmann Machines in TensorFlow with examples
Mcmc Demo
⭐
713
Interactive Markov-chain Monte Carlo Javascript demos
Bayespy
⭐
666
Bayesian Python: Bayesian inference tools for Python
Convchain
⭐
637
Bitmap generation from a single example with convolutions and MCMC
Dbda Python
⭐
543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Bda_r_demos
⭐
538
Bayesian Data Analysis demos for R
Bayesplot
⭐
402
bayesplot R package for plotting Bayesian models
Statisticalrethinking.jl
⭐
375
Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.
Deep Generative Models For Natural Language Processing
⭐
330
DGMs for NLP. A roadmap.
Scipy2014_tutorial
⭐
281
Tutorial: Bayesian Statistical Analysis in Python
Sampyl
⭐
277
MCMC samplers for Bayesian estimation in Python, including Metropolis-Hastings, NUTS, and Slice
Recommend
⭐
269
recommendation system with python
Bayes.js
⭐
263
An implementation of a small MCMC framework and some likelihood functions for doing Bayes stats in the browser.
Mcmcchains.jl
⭐
249
Types and utility functions for summarizing Markov chain Monte Carlo simulations
Data_science_blogs
⭐
232
A repository to keep track of all the code that I end up writing for my blog posts.
Mamba.jl
⭐
228
Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia
Beast2
⭐
228
Bayesian Evolutionary Analysis by Sampling Trees
Openmmtools
⭐
214
A batteries-included toolkit for the GPU-accelerated OpenMM molecular simulation engine.
Advancedhmc.jl
⭐
210
Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms
Bayes_computing_course
⭐
208
Mici
⭐
208
Manifold Markov chain Monte Carlo methods in Python
Stan.jl
⭐
206
Stan.jl illustrates the usage of the 'single method' packages, e.g. StanSample, StanOptimize, etc.
Exoplanet
⭐
200
Fast & scalable MCMC for all your exoplanet needs!
Zeus
⭐
197
⚡️ zeus: Lightning Fast MCMC ⚡️
Probabilistic Models
⭐
196
Collection of probabilistic models and inference algorithms
Bat.jl
⭐
185
A Bayesian Analysis Toolkit in Julia
Shinystan
⭐
181
shinystan R package and ShinyStan GUI
Minimc
⭐
171
Just a little MCMC
L2hmc
⭐
167
TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network
Beast Mcmc
⭐
166
Bayesian Evolutionary Analysis Sampling Trees
Klara.jl
⭐
161
MCMC inference in Julia
Phyml
⭐
156
PhyML -- Phylogenetic estimation using (Maximum) Likelihood
Posterior
⭐
155
The posterior R package
Turingmodels.jl
⭐
153
Implementations of the models from the Statistical Rethinking book with Turing.jl
Gpstuff
⭐
144
GPstuff - Gaussian process models for Bayesian analysis
Mcmc
⭐
143
A C++ library of Markov Chain Monte Carlo (MCMC) methods
Nimble
⭐
142
The base NIMBLE package for R
Flowmc
⭐
141
Normalizing-flow enhanced sampling package for probabilistic inference in Jax
Best
⭐
141
Bayesian estimation supersedes the t test
Bayeslearncourse
⭐
133
Bayesian Learning course at Stockholm University
Advance Bayesian Modelling With Pymc3
⭐
133
Machine Learning Notes
⭐
130
机器学习笔记
Gerrychain
⭐
128
Use MCMC to analyze districting plans and gerrymanders
Cmdstanr
⭐
126
CmdStanR: the R interface to CmdStan
Pythonmcmc
⭐
119
A list of Python-based MCMC & ABC packages
Getdist
⭐
118
MCMC sample analysis, kernel densities, plotting, and GUI
Paramonte
⭐
112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
Prscs
⭐
109
Polygenic prediction via continuous shrinkage priors
Ggmcmc
⭐
106
Graphical tools for analyzing Markov Chain Monte Carlo simulations from Bayesian inference
Bayesiantools
⭐
103
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
Bayesiantutorials
⭐
100
Implementing MCMC sampling from scratch in R for various Bayesian models
Awesome Bayes
⭐
98
List of resources for bayesian inference
Isochrones
⭐
96
Pythonic stellar model grid access; easy MCMC fitting of stellar properties
Kcbo
⭐
94
A Bayesian testing framework written in Python.
Sr2turingpluto.jl
⭐
87
StatisticalRethinking notebook project using Turing and Pluto notebooks (derived from Max Lapan's Jupyter project)
Machine Learning Numpy
⭐
84
Gathers Machine learning models using pure Numpy to cover feed-forward, RNN, CNN, clustering, MCMC, timeseries, tree-based, and so much more!
Advancedmh.jl
⭐
79
Robust implementation for random-walk Metropolis-Hastings algorithms
Phylowgs
⭐
78
Application for inferring subclonal composition and evolution from whole-genome sequencing data.
Bridge.jl
⭐
77
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
Probabilisticprogrammingprimer
⭐
77
Geobipy
⭐
75
Geophysical Bayesian Inference in Python. Docs:
Mcmc_pydata_london_2019
⭐
75
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
Stochopy
⭐
74
Python library for stochastic numerical optimization
Covid19_cfr_submission
⭐
69
Repository for all scripts required to replicate the CFR analysis for paper submission.
Pyclone
⭐
68
Probabilistic model for inferring clonal population structure from deep NGS sequencing.
Vip
⭐
68
VIP is a python package/library for angular, reference star and spectral differential imaging for exoplanet/disk detection through high-contrast imaging.
Starfish
⭐
66
Tools for Flexible Spectroscopic Inference
Bayesian Stats With R
⭐
65
Material for a workshop on Bayesian stats with R
Pathogen.jl
⭐
64
Simulation, visualization, and inference tools for modelling the spread of infectious diseases with Julia
Intro Statistical Modeling
⭐
64
『データ解析のための統計モデリング入門』の勉強ノート
Pigeons.jl
⭐
62
Distributed and parallel sampling from intractable distributions
Uqtk
⭐
62
Sandia Uncertainty Quantification Toolkit
Bayesian Basics
⭐
61
🚫 ↩️ A document that introduces Bayesian data analysis.
Fastfm Core
⭐
61
A short paper describing the library is available on arXiv.
Cosmomc
⭐
61
MCMC parameter sampling code
L2hmc Qcd
⭐
60
Application of the L2HMC algorithm to simulations in lattice QCD.
Turingglm.jl
⭐
59
Bayesian Generalized Linear models using `@formula` syntax.
Blaze
⭐
58
a re-implementation of a minimal version of STOKE
Binary.com Interview Question
⭐
57
次元期权应征面试题范例。
Pyautofit
⭐
54
PyAutoFit: Classy Probabilistic Programming
Radvel
⭐
54
General Toolkit for Modeling Radial Velocity Data
Espei
⭐
54
Fitting thermodynamic models with pycalphad - https://doi.org/10.1557/mrc.2019.59
Csgmcmc
⭐
54
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
Dirichletprocess
⭐
53
Build dirichletprocess objects for data analysis
Anesthetic
⭐
53
Nested Sampling post-processing and plotting
Mcmc Tutorial
⭐
53
Cogaps
⭐
53
Bayesian MCMC matrix factorization algorithm
Smm.jl
⭐
53
Simulated Method of Moments for Julia
Smc.jl
⭐
52
Sequential Monte Carlo algorithm for approximation of posterior distributions.
Related Searches
Python Mcmc (304)
Bayesian Mcmc (230)
R Mcmc (194)
Jupyter Notebook Mcmc (156)
Mcmc Bayesian Inference (125)
1-100 of 479 search results
Next >
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.