An open API service providing repository metadata for many open source software ecosystems.

Topic: "bayesian"

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Language: Python - Size: 93.5 MB - Last synced at: 4 days ago - Pushed at: about 2 months ago - Stars: 8,794 - Forks: 988

MingchaoZhu/DeepLearning

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

Language: Python - Size: 31.8 MB - Last synced at: 24 days ago - Pushed at: almost 5 years ago - Stars: 6,993 - Forks: 1,380

stan-dev/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.

Language: C++ - Size: 277 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2,666 - Forks: 377

avehtari/BDA_course_Aalto

Bayesian Data Analysis course at Aalto

Language: TeX - Size: 440 MB - Last synced at: 1 day ago - Pushed at: 5 months ago - Stars: 2,205 - Forks: 562

uber/orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Language: Python - Size: 160 MB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 1,971 - Forks: 136

probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

Language: Julia - Size: 28.1 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 1,814 - Forks: 162

arviz-devs/arviz

Exploratory analysis of Bayesian models with Python

Language: Python - Size: 121 MB - Last synced at: 9 days ago - Pushed at: 24 days ago - Stars: 1,694 - Forks: 438

gempy-project/gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Language: Python - Size: 442 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1,109 - Forks: 252

bayesgroup/deepbayes-2018

Seminars DeepBayes Summer School 2018

Language: Jupyter Notebook - Size: 25.4 MB - Last synced at: 29 days ago - Pushed at: almost 6 years ago - Stars: 1,046 - Forks: 273

avehtari/BDA_py_demos

Bayesian Data Analysis demos for Python

Language: Jupyter Notebook - Size: 12.2 MB - Last synced at: 29 days ago - Pushed at: almost 2 years ago - Stars: 1,015 - Forks: 302

google/lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

Language: Python - Size: 12.7 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 969 - Forks: 212

easystats/report

:scroll: :tada: Automated reporting of objects in R

Language: R - Size: 19.1 MB - Last synced at: 5 days ago - Pushed at: 17 days ago - Stars: 708 - Forks: 71

ericmjl/bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

Language: Jupyter Notebook - Size: 96.6 MB - Last synced at: 28 days ago - Pushed at: almost 3 years ago - Stars: 665 - Forks: 278

easystats/bayestestR

:ghost: Utilities for analyzing Bayesian models and posterior distributions

Language: R - Size: 153 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 583 - Forks: 58

avehtari/BDA_R_demos

Bayesian Data Analysis demos for R

Language: HTML - Size: 190 MB - Last synced at: 28 days ago - Pushed at: 8 months ago - Stars: 573 - Forks: 206

ericmjl/bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

Language: Jupyter Notebook - Size: 126 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 557 - Forks: 111

Harry24k/bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network [torchbnn]

Language: Python - Size: 22.2 MB - Last synced at: 27 days ago - Pushed at: 11 months ago - Stars: 533 - Forks: 86

js05212/BayesianDeepLearning-Survey

Bayesian Deep Learning: A Survey

Size: 454 KB - Last synced at: about 19 hours ago - Pushed at: 7 months ago - Stars: 515 - Forks: 62

AmazaspShumik/sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 506 - Forks: 118

wwrechard/pydlm

A python library for Bayesian time series modeling

Language: Python - Size: 3.32 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 485 - Forks: 98

easystats/correlation

:link: Methods for Correlation Analysis

Language: R - Size: 159 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 440 - Forks: 57

stan-dev/bayesplot

bayesplot R package for plotting Bayesian models

Language: R - Size: 386 MB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 439 - Forks: 86

stan-dev/rstanarm

rstanarm R package for Bayesian applied regression modeling

Language: R - Size: 117 MB - Last synced at: 4 days ago - Pushed at: 24 days ago - Stars: 396 - Forks: 137

uncomplicate/bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

Language: Clojure - Size: 1020 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 365 - Forks: 23

storopoli/Bayesian-Statistics 📦

Bayesian statistics graduate course

Language: Typst - Size: 49.5 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 354 - Forks: 59

winstxnhdw/AutoCarROS2

A virtual simulation platform for autonomous vehicle sensing, mapping, control and behaviour methods using ROS 2 and Gazebo.

Language: Python - Size: 81.6 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 332 - Forks: 61

SHI-Yu-Zhe/awesome-agi-cocosci

An awesome & curated list for Artificial General Intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.

Language: TeX - Size: 5.29 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 330 - Forks: 24

quantumjot/btrack

Bayesian multi-object tracking

Language: Python - Size: 16.2 MB - Last synced at: 29 days ago - Pushed at: about 2 months ago - Stars: 322 - Forks: 50

elfi-dev/elfi

ELFI - Engine for Likelihood-Free Inference

Language: Python - Size: 2.15 MB - Last synced at: about 2 months ago - Pushed at: 12 months ago - Stars: 274 - Forks: 62

wujian16/Cornell-MOE

A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.

Language: C++ - Size: 15.6 MB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 269 - Forks: 63

tpapp/DynamicHMC.jl

Implementation of robust dynamic Hamiltonian Monte Carlo methods (NUTS) in Julia.

Language: Julia - Size: 1.14 MB - Last synced at: about 8 hours ago - Pushed at: about 1 month ago - Stars: 251 - Forks: 21

josejimenezluna/pyGPGO

Bayesian optimization for Python

Language: Python - Size: 59.5 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 246 - Forks: 61

wiseodd/probabilistic-models

Collection of probabilistic models and inference algorithms

Language: Python - Size: 26.4 KB - Last synced at: 5 days ago - Pushed at: about 5 years ago - Stars: 241 - Forks: 76

CCS-Lab/hBayesDM

Hierarchical Bayesian modeling of RLDM tasks, using R & Python

Language: TeX - Size: 58.5 MB - Last synced at: 27 days ago - Pushed at: 11 months ago - Stars: 240 - Forks: 115

PecanProject/pecan

The Predictive Ecosystem Analyzer (PEcAn) is an integrated ecological bioinformatics toolbox.

Language: R - Size: 410 MB - Last synced at: 5 days ago - Pushed at: 10 days ago - Stars: 219 - Forks: 261

stan-dev/posteriordb

Database with posteriors of interest for Bayesian inference

Language: Stan - Size: 71.6 MB - Last synced at: 8 days ago - Pushed at: 17 days ago - Stars: 200 - Forks: 40

stan-dev/shinystan

shinystan R package and ShinyStan GUI

Language: R - Size: 32.9 MB - Last synced at: 8 days ago - Pushed at: 5 months ago - Stars: 199 - Forks: 47

m-clark/Miscellaneous-R-Code

Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. **Superseded by the models-by-example repo**.

Language: R - Size: 11.2 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 196 - Forks: 82

EbTech/Elo-MMR

Skill estimation systems for multiplayer competitions

Language: C++ - Size: 214 MB - Last synced at: 29 days ago - Pushed at: 4 months ago - Stars: 195 - Forks: 22

pmorerio/dl-uncertainty

"What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?", NIPS 2017 (unofficial code).

Language: Python - Size: 117 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 194 - Forks: 37

sony/sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

Language: Python - Size: 158 KB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 187 - Forks: 23

kharchenkolab/Baysor

Bayesian Segmentation of Spatial Transcriptomics Data

Language: Julia - Size: 2.12 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 174 - Forks: 33

gpstuff-dev/gpstuff

GPstuff - Gaussian process models for Bayesian analysis

Language: MATLAB - Size: 67.2 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 174 - Forks: 61

brendanhasz/probflow

A Python package for building Bayesian models with TensorFlow or PyTorch

Language: Python - Size: 3.23 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 174 - Forks: 16

muatik/naive-bayes-classifier

yet another general purpose naive bayesian classifier.

Language: Python - Size: 72.3 KB - Last synced at: 12 days ago - Pushed at: almost 6 years ago - Stars: 172 - Forks: 71

avehtari/modelselection

Case studies on model assessment, model selection and inference after model selection

Language: HTML - Size: 54.9 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 171 - Forks: 36

stan-dev/posterior

The posterior R package

Language: R - Size: 4.29 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 168 - Forks: 24

stan-dev/loo

loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)

Language: R - Size: 115 MB - Last synced at: about 3 hours ago - Pushed at: about 3 hours ago - Stars: 154 - Forks: 36

infocusp/diffusion_models

Minimal standalone example of diffusion model

Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 154 - Forks: 15

SysBioChalmers/DLKcat

Deep learning and Bayesian approach applied to enzyme turnover number for the improvement of enzyme-constrained genome-scale metabolic models (ecGEMs) reconstruction

Language: Python - Size: 46.2 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 151 - Forks: 57

stan-dev/cmdstanr

CmdStanR: the R interface to CmdStan

Language: R - Size: 27.7 MB - Last synced at: 4 days ago - Pushed at: 10 days ago - Stars: 150 - Forks: 65

neuropsychology/psycho.R

An R package for experimental psychologists

Language: R - Size: 7.36 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 149 - Forks: 31

mattiasvillani/BayesLearnCourse

Bayesian Learning course at Stockholm University

Language: PostScript - Size: 157 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 140 - Forks: 31

florist-notes/CS228_PGM

🌲 Stanford CS 228 - Probabilistic Graphical Models

Language: Python - Size: 50.2 MB - Last synced at: 15 days ago - Pushed at: 10 months ago - Stars: 132 - Forks: 38

probabilists/lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

Language: Python - Size: 4.09 MB - Last synced at: about 16 hours ago - Pushed at: 10 months ago - Stars: 130 - Forks: 13

probabilisticai/probai-2019

Materials of the Nordic Probabilistic AI School 2019.

Language: Jupyter Notebook - Size: 97.2 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 128 - Forks: 39

waldronlab/Statistical-Rethinking 📦

An interactive online reading of McElreath's Statistical Rethinking

Language: Rebol - Size: 21.6 MB - Last synced at: 12 months ago - Pushed at: about 7 years ago - Stars: 125 - Forks: 42

ericmjl/bayesian-deep-learning-demystified

In which I try to demystify the fundamental concepts behind Bayesian deep learning.

Language: CSS - Size: 141 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 123 - Forks: 39

ChirikjianLab/Marching-Primitives

[CVPR2023 Highlight] Marching-Primitives: Shape Abstraction from Signed Distance Function

Language: MATLAB - Size: 33.9 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 119 - Forks: 6

ColtAllen/btyd Fork of CamDavidsonPilon/lifetimes 📦

Buy Till You Die and Customer Lifetime Value statistical models in Python.

Language: Python - Size: 7.06 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 116 - Forks: 9

lawmurray/Birch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

Language: C++ - Size: 13.2 MB - Last synced at: 27 days ago - Pushed at: 5 months ago - Stars: 115 - Forks: 14

stan-dev/projpred

Projection predictive variable selection

Language: R - Size: 24.3 MB - Last synced at: about 9 hours ago - Pushed at: about 10 hours ago - Stars: 112 - Forks: 27

quantopian/bayesalpha

Bayesian models to compute performance and uncertainty of returns and alpha.

Language: Python - Size: 1.91 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 110 - Forks: 59

arviz-devs/ArviZ.jl

Exploratory analysis of Bayesian models with Julia

Language: Julia - Size: 140 MB - Last synced at: 5 days ago - Pushed at: 9 days ago - Stars: 109 - Forks: 10

MangiolaLaboratory/sccomp

Mixed-effect model to test differences in cell type proportions from single-cell data, in R

Language: R - Size: 98.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 105 - Forks: 8

lettier/lda-topic-modeling

A PureScript, browser-based implementation of LDA topic modeling.

Language: PureScript - Size: 109 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 104 - Forks: 17

ai-med/quickNAT_pytorch

PyTorch Implementation of QuickNAT and Bayesian QuickNAT, a fast brain MRI segmentation framework with segmentation Quality control using structure-wise uncertainty

Language: Python - Size: 342 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 103 - Forks: 37

stablemarkets/BayesianTutorials

Implementing MCMC sampling from scratch in R for various Bayesian models

Language: HTML - Size: 188 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 100 - Forks: 46

AmpersandTV/pymc3-hmm

Hidden Markov models in PyMC3

Language: Python - Size: 5.51 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 99 - Forks: 14

zlxy9892/ml_code

A repository for recording the machine learning code

Language: Python - Size: 47.5 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 96 - Forks: 57

JEFworks-Lab/HoneyBADGER

HMM-integrated Bayesian approach for detecting CNV and LOH events from single-cell RNA-seq data

Language: R - Size: 52.8 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 96 - Forks: 31

probabilisticai/probai-2021

Materials of the Nordic Probabilistic AI School 2021.

Language: Jupyter Notebook - Size: 65.3 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 91 - Forks: 15

m-clark/bayesian-basics

:no_entry_sign: :leftwards_arrow_with_hook: A document that introduces Bayesian data analysis.

Language: Stan - Size: 93 MB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 85 - Forks: 26

catavallejos/BASiCS

BASiCS: Bayesian Analysis of Single-Cell Sequencing Data. This is an unstable experimental version. Please see http://bioconductor.org/packages/BASiCS/ for the official release version

Language: R - Size: 90.4 MB - Last synced at: 26 days ago - Pushed at: about 2 months ago - Stars: 83 - Forks: 17

DOI-USGS/geobipy

Geophysical Bayesian Inference in Python. Docs:

Language: Python - Size: 269 MB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 83 - Forks: 19

Hankanman/Area-Occupancy-Detection

A Home Assistant integration to accurately and intelligently track occupancy of an area

Language: Python - Size: 2.29 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 82 - Forks: 1

brian-lau/MatlabStan

Matlab interface to Stan, a package for Bayesian inference

Language: Matlab - Size: 923 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 82 - Forks: 47

ConnorDonegan/geostan

Bayesian spatial analysis

Language: R - Size: 171 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 79 - Forks: 6

djpugh/MTfit

MTfit code for Bayesian Moment Tensor Fitting

Language: Python - Size: 53.5 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 79 - Forks: 17

stan-dev/stan-mode

Emacs mode for Stan.

Language: Emacs Lisp - Size: 4.09 MB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 71 - Forks: 15

m-clark/models-by-example

By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.

Language: R - Size: 26.2 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 68 - Forks: 18

ericmjl/bayesian-stats-talk

Doing Bayesian statistics in Python!

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 67 - Forks: 34

englianhu/binary.com-interview-question

次元期权应征面试题范例。 #易经 #道家 #十二生肖 #姓氏堂号子嗣贞节牌坊 #天文历法 #张灯结彩 #农历 #夜观星象 #廿四节气 #算卜 #紫微斗数 #十二时辰 #生辰八字 #命运 #风水 《始祖赢政之子赢家黄氏江夏堂联富•秦谏——大秦赋》 万般皆下品,唯有读书高。🚩🇨🇳🏹🦔中科红旗,歼灭所有世袭制可兰经法家回教徒巫贼巫婆、洋番、峇峇娘惹。https://gitee.com/englianhu

Language: HTML - Size: 11.4 GB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 66 - Forks: 29

gerdm/weighted-likelihood-filter

Code for the paper "Outlier-robust Kalman Filtering through Generalised Bayes" presented at ICML 2024

Language: Jupyter Notebook - Size: 60.9 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 17

jamiemcg/BUSCO_phylogenomics

BUSCO Phylogenomics | Utility script to construct species phylogenies using BUSCO proteins

Language: Python - Size: 347 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 64 - Forks: 9

avehtari/BDA_m_demos

Bayesian Data Analysis demos for Matlab/Octave

Language: MATLAB - Size: 3.04 MB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 63 - Forks: 39

pymc-devs/symbolic-pymc

Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

Language: Python - Size: 3.79 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 62 - Forks: 8

n-kall/priorsense

priorsense: an R package for prior diagnostics and sensitivity

Language: R - Size: 9.83 MB - Last synced at: 27 days ago - Pushed at: 29 days ago - Stars: 60 - Forks: 9

jffist/statistical-rethinking-solutions

Solutions of practice problems from the Richard McElreath's "Statistical Rethinking" book.

Language: R - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 60 - Forks: 18

dm13450/dirichletprocess

Build dirichletprocess objects for data analysis

Language: R - Size: 10.1 MB - Last synced at: 10 days ago - Pushed at: almost 2 years ago - Stars: 59 - Forks: 15

AstraZeneca/judgyprophet

Forecasting for knowable future events using Bayesian informative priors (forecasting with judgmental-adjustment).

Language: Python - Size: 1.84 MB - Last synced at: 25 days ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 2

noriakis/CBNplot

Bayesian network plot for the enrichment analysis results

Language: R - Size: 1.64 MB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 57 - Forks: 11

saudiwin/idealstan

idealstan offers item-response theory (IRT) ideal-point estimation for binary, ordinal, counts and continuous responses with time-varying and missing-data inference. Latent space model also included. Full and approximate Bayesian sampling with 'Stan' (www.mc-stan.org).

Language: R - Size: 91.6 MB - Last synced at: about 9 hours ago - Pushed at: about 10 hours ago - Stars: 55 - Forks: 12

dokester/BayesicFitting

Bayesian fitting package

Language: Python - Size: 42.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 55 - Forks: 8

nk027/bvar

Toolkit for the estimation of hierarchical Bayesian vector autoregressions. Implements hierarchical prior selection for conjugate priors in the fashion of Giannone, Lenza & Primiceri (2015). Allows for the computation of impulse responses and forecasts and provides functionality for assessing results.

Language: R - Size: 5.72 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 55 - Forks: 22

AlbertoAlmuinha/bayesmodels

The Tidymodels Extension for Bayesian Models

Language: R - Size: 22.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 53 - Forks: 9

yuta-hi/pytorch_bayesian_unet

Migrate to PyTorch. Re-implementation of Bayesian Convolutional Neural Networks (BCNNs)

Language: Python - Size: 15.3 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 53 - Forks: 16

ericmjl/causality

In which I play with the ideas surrounding causality

Language: Python - Size: 4.3 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 51 - Forks: 13

marius311/CMBLensing.jl

The automatically differentiable and GPU-compatible toolkit for CMB analysis.

Language: Julia - Size: 308 MB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 50 - Forks: 11

yuki-koyama/sequential-line-search

A Preferential Bayesian optimization library for C++/Python [SIGGRAPH 2017]

Language: C++ - Size: 12.4 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 10

Related Topics
bayesian-inference 151 machine-learning 127 r 124 statistics 118 bayesian-statistics 113 python 112 mcmc 87 stan 82 r-package 52 bayesian-methods 46 bayes 41 rstats 40 deep-learning 38 bayesian-data-analysis 37 data-science 34 regression 31 time-series 29 julia 27 inference 26 pytorch 25 probabilistic-programming 25 ai 25 linear-regression 22 neural-network 22 gaussian-processes 22 bayesian-network 21 logistic-regression 19 artificial-intelligence 19 clustering 18 optimization 18 machine-learning-algorithms 17 probability 17 python3 16 tensorflow 16 forecasting 16 phylogenetics 16 visualization 15 brms 15 classification 14 bayesian-optimization 14 jags 13 variational-inference 13 pymc 13 javascript 13 model 12 matlab 12 modeling 12 nlp 12 monte-carlo 11 network 11 uncertainty 11 markov-chain-monte-carlo 11 ml 11 kalman-filter 10 sampling 10 bayes-classifier 10 data-analysis 10 jupyter-notebook 10 pca 10 rstan 10 julia-language 10 pymc3 10 svm 9 naive-bayes-classifier 9 rstanarm 9 explainable-ai 9 markov-chain 9 reinforcement-learning 9 bayesian-networks 9 scikit-learn 9 probabilistic-graphical-models 8 mixed-models 8 deep-neural-networks 8 spatial 8 hacktoberfest 8 bayesian-analysis 8 java 8 prediction 8 covid-19 8 ecology 7 high-performance-computing 7 epidemiology 7 classifier 7 beast2 7 naive-bayes 7 dirichlet-process 7 knn 7 bvar 7 bioinformatics 7 neural-networks 7 bayesian-neural-networks 7 astrophysics 7 artificial-intelligence-algorithms 7 metropolis-hastings 7 keras 7 multilevel-models 7 hierarchical-models 7 computer-vision 6 segmentation 6 hmm 6