All Projects → KissABC.jl → Similar Projects or Alternatives

252 Open source projects that are alternatives of or similar to KissABC.jl

DynamicHMCExamples.jl
Examples for Bayesian inference using DynamicHMC.jl and related packages.
Stars: ✭ 33 (+17.86%)
Birch
A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.
Stars: ✭ 80 (+185.71%)
Rstanarm
rstanarm R package for Bayesian applied regression modeling
Stars: ✭ 285 (+917.86%)
Bayadera
High-performance Bayesian Data Analysis on the GPU in Clojure
Stars: ✭ 342 (+1121.43%)
Bayesian Stats Modelling Tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
Stars: ✭ 480 (+1614.29%)
TemporalGPs.jl
Fast inference for Gaussian processes in problems involving time. Partly built on results from https://proceedings.mlr.press/v161/tebbutt21a.html
Stars: ✭ 89 (+217.86%)
Rhat ess
Rank-normalization, folding, and localization: An improved R-hat for assessing convergence of MCMC
Stars: ✭ 19 (-32.14%)
Pymc Example Project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Stars: ✭ 90 (+221.43%)
Bayesian Analysis Recipes
A collection of Bayesian data analysis recipes using PyMC3
Stars: ✭ 479 (+1610.71%)
stan-ja
Stanマニュアルの日本語への翻訳プロジェクト
Stars: ✭ 53 (+89.29%)
Dbda Python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
Stars: ✭ 502 (+1692.86%)
Bda r demos
Bayesian Data Analysis demos for R
Stars: ✭ 409 (+1360.71%)
Bda py demos
Bayesian Data Analysis demos for Python
Stars: ✭ 781 (+2689.29%)
Rethinking Pyro
Statistical Rethinking with PyTorch and Pyro
Stars: ✭ 116 (+314.29%)
Shinystan
shinystan R package and ShinyStan GUI
Stars: ✭ 172 (+514.29%)
LogDensityProblems.jl
A common framework for implementing and using log densities for inference.
Stars: ✭ 26 (-7.14%)
DUN
Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)
Stars: ✭ 65 (+132.14%)
Stan
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
Stars: ✭ 2,177 (+7675%)
Rstan
RStan, the R interface to Stan
Stars: ✭ 760 (+2614.29%)
TuringBnpBenchmarks
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
Stars: ✭ 24 (-14.29%)
EmbracingUncertainty
Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"
Stars: ✭ 23 (-17.86%)
LinearOperators.jl
Linear Operators for Julia
Stars: ✭ 126 (+350%)
Mutual labels:  julia-language
Julia-data-science
Data science and numerical computing with Julia
Stars: ✭ 54 (+92.86%)
Mutual labels:  julia-language
statrethink course in pymc3
Statistical Rethinking course in pymc3
Stars: ✭ 141 (+403.57%)
Mutual labels:  bayesian-inference
PyCBC-Tutorials
Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.
Stars: ✭ 91 (+225%)
Mutual labels:  bayesian-inference
Suppressor.jl
Julia macros for suppressing and/or capturing output (STDOUT), warnings (STDERR) or both streams at the same time.
Stars: ✭ 94 (+235.71%)
Mutual labels:  julia-language
Bridge.jl
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
Stars: ✭ 99 (+253.57%)
Mutual labels:  bayesian-inference
Bonobo.jl
A general branch and bound framework
Stars: ✭ 26 (-7.14%)
Mutual labels:  julia-language
juliaimages.github.io
Documentation For JuliaImages
Stars: ✭ 25 (-10.71%)
Mutual labels:  julia-language
IterTools.jl
Common functional iterator patterns
Stars: ✭ 124 (+342.86%)
Mutual labels:  julia-language
ECharts.jl
Julia package for the Apache ECharts v4 visualization library
Stars: ✭ 80 (+185.71%)
Mutual labels:  julia-language
OMETIFF.jl
I/O operations for OME-TIFF files in Julia
Stars: ✭ 18 (-35.71%)
Mutual labels:  julia-language
metaBMA
Bayesian Model Averaging for Random and Fixed Effects Meta-Analysis
Stars: ✭ 20 (-28.57%)
Mutual labels:  bayesian-inference
Acorn.jl
A pure julia text editor
Stars: ✭ 41 (+46.43%)
Mutual labels:  julia-language
PyRate
PyRate is a program to estimate speciation, extinction, and preservation rates from fossil occurrence data using a Bayesian framework.
Stars: ✭ 58 (+107.14%)
Mutual labels:  bayesian-inference
SCICoNE
Single-cell copy number calling and event history reconstruction.
Stars: ✭ 20 (-28.57%)
Mutual labels:  bayesian-inference
webmc3
A web interface for exploring PyMC3 traces
Stars: ✭ 46 (+64.29%)
Mutual labels:  bayesian-inference
svae cf
[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering
Stars: ✭ 38 (+35.71%)
Mutual labels:  bayesian-inference
tramp
Tree Approximate Message Passing
Stars: ✭ 30 (+7.14%)
Mutual labels:  bayesian-inference
netdice
A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.
Stars: ✭ 28 (+0%)
Mutual labels:  probabilistic-inference
statistical-rethinking-solutions
Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.
Stars: ✭ 60 (+114.29%)
Mutual labels:  bayesian-data-analysis
SpineOpt.jl
A highly adaptable modelling framework for multi-energy systems
Stars: ✭ 25 (-10.71%)
Mutual labels:  julia-language
BenchmarksPythonJuliaAndCo
Benchmark(s) of numerical programs with Python (and Scipy, Pythran, Numba), Julia and C++.
Stars: ✭ 19 (-32.14%)
Mutual labels:  julia-language
blangSDK
Blang's software development kit
Stars: ✭ 21 (-25%)
Mutual labels:  bayesian-inference
variational-bayes-cs
Scalable sparse Bayesian learning for large CS recovery problems
Stars: ✭ 17 (-39.29%)
Mutual labels:  bayesian-inference
nestle
Pure Python, MIT-licensed implementation of nested sampling algorithms for evaluating Bayesian evidence.
Stars: ✭ 66 (+135.71%)
Mutual labels:  bayesian-inference
GPJax
A didactic Gaussian process package for researchers in Jax.
Stars: ✭ 159 (+467.86%)
Mutual labels:  bayesian-inference
anesthetic
Nested Sampling post-processing and plotting
Stars: ✭ 34 (+21.43%)
Mutual labels:  bayesian-inference
Shapley regressions
Statistical inference on machine learning or general non-parametric models
Stars: ✭ 37 (+32.14%)
Mutual labels:  statistical-inference
geostan
Bayesian spatial analysis
Stars: ✭ 40 (+42.86%)
Mutual labels:  bayesian-inference
DataFrames
Welcome to DataFrames.jl with Bogumił Kamiński
Stars: ✭ 106 (+278.57%)
Mutual labels:  julia-language
pysgmcmc
Bayesian Deep Learning with Stochastic Gradient MCMC Methods
Stars: ✭ 31 (+10.71%)
Mutual labels:  bayesian-inference
DP means
Dirichlet Process K-means
Stars: ✭ 36 (+28.57%)
Mutual labels:  bayesian-inference
pyabc
pyABC: distributed, likelihood-free inference
Stars: ✭ 13 (-53.57%)
QSimulator.jl
Unitary and Lindbladian evolution in Julia
Stars: ✭ 19 (-32.14%)
Mutual labels:  julia-language
Scientific-Programming-in-Julia
Repository for B0M36SPJ
Stars: ✭ 32 (+14.29%)
Mutual labels:  julia-language
Oracle.jl
Oracle Database driver for the Julia language.
Stars: ✭ 32 (+14.29%)
Mutual labels:  julia-language
NotebookToLaTeX.jl
A Julia package for converting your Pluto and Jupyter Notebooks into beautiful Latex.
Stars: ✭ 70 (+150%)
Mutual labels:  julia-language
approxposterior
A Python package for approximate Bayesian inference and optimization using Gaussian processes
Stars: ✭ 36 (+28.57%)
Mutual labels:  bayesian-inference
Expronicon.jl
Collective tools for metaprogramming on Julia Expr
Stars: ✭ 36 (+28.57%)
Mutual labels:  julia-language
1-60 of 252 similar projects