Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: bayesian-inference
AVoss84/bhad
A Python library for Bayesian Anomaly Detection
Language: Jupyter Notebook - Size: 3.91 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 10 - Forks: 1
Specufex/specufex
Probabilistic unsupervised feature extraction from seismic spectrograms for machine learning.
Language: Jupyter Notebook - Size: 430 MB - Last synced: 18 days ago - Pushed: 19 days ago - Stars: 14 - Forks: 5
gkukish/demand-forecasting
This Jupyter Notebook implements Bayesian modeling techniques to fit a posterior distribution and forecast demand for an e-commerce company.
Language: Jupyter Notebook - Size: 1.32 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 0 - Forks: 0
mirceamironenco/BayesianRecurrentNN
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
Language: Python - Size: 11.7 KB - Last synced: 19 days ago - Pushed: over 5 years ago - Stars: 214 - Forks: 41
TuringLang/NestedSamplers.jl
Implementations of single and multi-ellipsoid nested sampling
Language: Julia - Size: 13.7 MB - Last synced: 19 days ago - Pushed: 19 days ago - Stars: 37 - Forks: 8
cscherrer/Soss.jl
Probabilistic programming via source rewriting
Language: Julia - Size: 5.81 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 410 - Forks: 30
NormAN-framework/base-model
First implementation of NormAN, an agent-based framework for normative argument exchange across networks.
Language: NetLogo - Size: 46.9 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 1 - Forks: 1
UCL/calibr
Parallelized Bayesian calibration of simulations using Gaussian process emulation
Language: Python - Size: 651 KB - Last synced: 20 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0
bsvars/bsvars
Bayesian Estimation of Structural Vector Autoregressive Models
Language: R - Size: 27.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 21 - Forks: 4
ma921/SOBER
Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration
Language: Jupyter Notebook - Size: 33.1 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 17 - Forks: 2
Spinkoo/Simulink-based-inference
This repo contains examples of how to use Simulink simulation to perform simulation-based inference calculations in Python
Language: Jupyter Notebook - Size: 306 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 2 - Forks: 0
tpapp/TransformVariables.jl
Transformations to contrained variables from ℝⁿ.
Language: Julia - Size: 1.18 MB - Last synced: 8 days ago - Pushed: 5 months ago - Stars: 65 - Forks: 14
tpapp/LogDensityProblems.jl
A common framework for implementing and using log densities for inference.
Language: Julia - Size: 737 KB - Last synced: 3 days ago - Pushed: 10 months ago - Stars: 39 - Forks: 9
christophmark/bayesloop
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
Language: Python - Size: 11.1 MB - Last synced: 18 days ago - Pushed: 28 days ago - Stars: 136 - Forks: 26
HVL-ML/ADA511 Fork of pglpm/ADA511
Material for course ADA511 at HVL
Language: TeX - Size: 227 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0
pglpm/ADA511
Material for course ADA511 at HVL
Language: TeX - Size: 227 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 3 - Forks: 3
ctallec/pyvarinf
Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch
Language: Python - Size: 47.9 KB - Last synced: 18 days ago - Pushed: over 4 years ago - Stars: 355 - Forks: 50
Juillermo/ABC
The ABC model provides a Bayesian framework to infer multimorbidity associations between health conditions from Electronic Health Records.
Language: Jupyter Notebook - Size: 12.4 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 1 - Forks: 0
TuringLang/Bijectors.jl
Implementation of normalising flows and constrained random variable transformations
Language: Julia - Size: 689 KB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 183 - Forks: 31
danhey/maelstrom
Forward modelling of pulsating stars in binaries
Language: Jupyter Notebook - Size: 224 MB - Last synced: about 9 hours ago - Pushed: almost 4 years ago - Stars: 7 - Forks: 1
jdhuang-csm/hybrid-drt
Probabilistic electrochemical analysis with the distribution of relaxation times (DRT)
Language: Jupyter Notebook - Size: 16.9 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 6 - Forks: 2
ngiann/GaussianVariationalInference.jl
Approximate variational inference in Julia
Language: Julia - Size: 873 KB - Last synced: 9 days ago - Pushed: 10 months ago - Stars: 4 - Forks: 0
minaskar/zeus
⚡️ zeus: Lightning Fast MCMC ⚡️
Language: Python - Size: 197 MB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 218 - Forks: 33
nerdimite/simple-bayesian-neural-net
A Simple Bayesian Neural Network using Pyro
Language: Jupyter Notebook - Size: 85.9 KB - Last synced: 22 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 1
polarbeargo/CarND-Kidnapped-Vehicle-Project Fork of udacity/CarND-Kidnapped-Vehicle-Project
Udacity Self-Driving Car Nanodegree - Kipnapped Vehicle project
Language: C++ - Size: 427 KB - Last synced: 22 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0
flyaflya/causact
causact: R package to accelerate computational Bayesian inference workflows in R through interactive visualization of models and their output.
Language: R - Size: 12.8 MB - Last synced: 19 days ago - Pushed: 22 days ago - Stars: 42 - Forks: 12
handley-lab/anesthetic
Nested Sampling post-processing and plotting
Language: Python - Size: 8.36 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 54 - Forks: 15
mauricelanghinrichs/ABCdeZ.jl
Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.
Language: Julia - Size: 695 KB - Last synced: 8 days ago - Pushed: 12 months ago - Stars: 9 - Forks: 1
mancusolab/sushie
Software to perform multi-ancestry SNP fine-mapping on molecular data
Language: Python - Size: 922 KB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 13 - Forks: 2
usnistgov/optbayesexpt
Optimal Bayesian Experiment Design
Language: Python - Size: 32 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 31 - Forks: 10
TommasoRonconi/galapy
Spectral modelling tool for galaxies in python
Language: Python - Size: 198 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 5 - Forks: 1
dpohanlon/Glasnost
Bayesian and maximum likelihood fits
Language: Python - Size: 112 KB - Last synced: 23 days ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0
wbrickner/bayesian-random-writer
Build a statistical profile of a body of text, then generate novel text from that profile. Just playing around, not meant for production use.
Language: JavaScript - Size: 3.05 MB - Last synced: 23 days ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0
mason-larobina/classi-cine
A filename based interactive video tagging tool.
Language: Rust - Size: 763 KB - Last synced: 23 days ago - Pushed: 3 months ago - Stars: 1 - Forks: 0
drseb/boqa
Bayesian ontology querying from Bauer et al.
Language: Java - Size: 202 KB - Last synced: 23 days ago - Pushed: over 5 years ago - Stars: 5 - Forks: 6
Shyamdeokr/Bayesian_CO_oxidation
Bayesian correction to DFT energetics for CO oxidation microkinetics
Language: Python - Size: 4.21 MB - Last synced: 23 days ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
Altron01/Bayesian-Network-Engine
A bayesian network engine built as final project for the "Tópicos para ciencias de la computación" machine learning course on 2018 at UPC
Language: C++ - Size: 66 MB - Last synced: 23 days ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
aletgn/b-fade
B-FADE: Bayesian FAtigue moDel Estimator
Language: Python - Size: 4.54 MB - Last synced: 19 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0
GStechschulte/Bayesian_Returns
Using Bayesian inference to incorporate a forward looking prior to compute the uncertainty of equity returns and volatility.
Language: Jupyter Notebook - Size: 1.06 MB - Last synced: 24 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
ropensci/dynamite
Bayesian Inference of Complex Panel Data
Language: R - Size: 192 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 21 - Forks: 1
arviz-devs/PosteriorStats.jl
Statistical analyses for Bayesian workflows
Language: Julia - Size: 415 KB - Last synced: 25 days ago - Pushed: 2 months ago - Stars: 4 - Forks: 0
daeh/emotionreasoning-cogsci22
Emotion Reasoning. Models, analyses and data for the 2022 CogSci paper, "Reasoning about the antecedents of emotions: Bayesian causal inference over an intuitive theory of mind"
Language: HTML - Size: 4.14 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 6 - Forks: 1
beekill95/numpyro-doing-bayesian
My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.
Language: Python - Size: 190 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 6 - Forks: 1
wataruhashimoto52/bayesian-deep-learning
Inference Algorithms for Bayesian Deep Learning
Language: Python - Size: 68.4 KB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0
wataruhashimoto52/pytorch_examples
PyTorch & Pyro Examples for Natural Language Processing and Bayesian Inference.
Language: Python - Size: 2.93 KB - Last synced: 24 days ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0
wataruhashimoto52/bayesian-inference-cpp
Bayesian Machine Learning
Language: C++ - Size: 8.79 KB - Last synced: 24 days ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0
wataruhashimoto52/Edward-models
Deep Bayesian Modelling using Edward & Tensorflow
Language: Jupyter Notebook - Size: 565 KB - Last synced: 24 days ago - Pushed: over 6 years ago - Stars: 1 - Forks: 0
bat/MGVI.jl
Metric Gaussian Variational Inference
Language: Julia - Size: 39.2 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 7 - Forks: 2
bat/BAT.jl
A Bayesian Analysis Toolkit in Julia
Language: Julia - Size: 136 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 193 - Forks: 31
brendanhasz/probflow
A Python package for building Bayesian models with TensorFlow or PyTorch
Language: Python - Size: 3.23 MB - Last synced: 14 days ago - Pushed: almost 2 years ago - Stars: 165 - Forks: 17
GeorgeEfstathiadis/Stochastic-Epidemic-Modelling
Stochastic Epidemic Modelling algorithms
Language: Python - Size: 65.4 KB - Last synced: 25 days ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
gerberlab/mitre
The Microbiome Interpretable Temporal Rule Engine
Language: Python - Size: 52.7 MB - Last synced: 25 days ago - Pushed: almost 3 years ago - Stars: 45 - Forks: 4
ssoudan/bayesian-regression-101
Tutorial on Bayesian regression
Language: Jupyter Notebook - Size: 579 KB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 0 - Forks: 0
ORE-DiaPFC/Abondance
Mise à jour et standardisation des séries chronologiques d'abondance du saumon atlantique sur les cours d'eau de l'ORE DiaPFC
Language: HTML - Size: 98.5 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 2 - Forks: 0
enweg/BayesFlux.jl
Bayesian addition to Flux.jl
Language: Julia - Size: 659 KB - Last synced: 6 days ago - Pushed: 5 months ago - Stars: 6 - Forks: 1
acerbilab/pyvbmc
PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python
Language: Python - Size: 99.5 MB - Last synced: 19 days ago - Pushed: 3 months ago - Stars: 107 - Forks: 4
NICTA/revrand
A library of scalable Bayesian generalised linear models with fancy features
Language: Python - Size: 82.9 MB - Last synced: 26 days ago - Pushed: over 6 years ago - Stars: 58 - Forks: 14
nimble-dev/nimble
The base NIMBLE package for R
Language: C++ - Size: 65 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 146 - Forks: 21
mschauer/Bridge.jl
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
Language: Jupyter Notebook - Size: 10.2 MB - Last synced: 8 days ago - Pushed: over 2 years ago - Stars: 109 - Forks: 19
wmkouw/CCTA2024-BIDconvection
Experiments for CCTA 2024 submission on fast Bayesian gray-box identification of convection in heat transfer dynamics.
Language: Jupyter Notebook - Size: 46.1 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0
dm13450/dirichletprocess
Build dirichletprocess objects for data analysis
Language: R - Size: 10.1 MB - Last synced: 14 days ago - Pushed: 9 months ago - Stars: 57 - Forks: 14
LaloLozas16041/BayesianStatistics
Aquí encontrarás materiales didácticos, ejercicios, conjuntos de datos y recursos para profundizar en el análisis bayesiano. Este curso está dirigido a estudiantes interesados en métodos estadísticos avanzados, análisis de datos y programación estadística.
Language: Jupyter Notebook - Size: 3.8 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 7 - Forks: 0
carlosgorlongaiatto/LabLOCP_B_Project
Time-scale correction for d18O data using Bayesian inference.
Language: Jupyter Notebook - Size: 17.7 MB - Last synced: 27 days ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 3
mihaighidoveanu/ai-school
Various projects and examples for Artificial Intelligence. From Probabilistic Programming to Neural Networks.
Language: Jupyter Notebook - Size: 69.3 MB - Last synced: 27 days ago - Pushed: about 5 years ago - Stars: 0 - Forks: 1
Mfundo-debug/MiningOperation
Mining Plantation dataset, Data Cleaning and EDA, and modelling
Language: Jupyter Notebook - Size: 523 KB - Last synced: 27 days ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
OpenThermochronology/Thermochron.jl
Open-source time-Temperature inversion of thermochronometric data
Language: Julia - Size: 417 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6 - Forks: 0
knottwill/Bayesian-NUTS
Bayesian inference using the No-U-Turn sampler.
Language: Python - Size: 1.87 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 0 - Forks: 0
Teichlab/Genes2Genes
Aligning gene expression trajectories of single-cell reference and query systems
Language: Jupyter Notebook - Size: 31.3 MB - Last synced: 11 days ago - Pushed: 28 days ago - Stars: 17 - Forks: 3
malmgrek/gammy
:octopus: Generalized additive models in Python with a Bayesian twist
Language: Python - Size: 6.78 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 75 - Forks: 4
englianhu/report
🚄东方快车,🚄一带一路。分析财务产品盈亏报告、购物篮分析
Language: R - Size: 1.41 GB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 3 - Forks: 1
lmelvix/bayesian-changepoint-outage-detect
Bayesian change point algorithm to detect anomalies in Global Internet Usage
Language: Python - Size: 7.81 KB - Last synced: 29 days ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0
Ninaiskov/ConnDiff-MSBM
Code for paper: Discovering Prominent Differences in Structural and Functional Connectomes Using a Multinomial Stochastic Block Model
Language: Jupyter Notebook - Size: 60.6 MB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0
elizavetasemenova/BayesianInferencePythonIntro
An introduction to Bayesian inference with Python using PyStan and PyMC3
Language: Jupyter Notebook - Size: 1.23 MB - Last synced: 29 days ago - Pushed: over 4 years ago - Stars: 1 - Forks: 2
avehtari/BDA_py_demos
Bayesian Data Analysis demos for Python
Language: Jupyter Notebook - Size: 12.2 MB - Last synced: 29 days ago - Pushed: 8 months ago - Stars: 970 - Forks: 296
larslorch/dibs
DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021
Language: Python - Size: 13 MB - Last synced: 14 days ago - Pushed: 3 months ago - Stars: 43 - Forks: 10
cdslaborg/paramonte
ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.
Language: Fortran - Size: 47.7 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 236 - Forks: 30
pymc-devs/pymc
Bayesian Modeling and Probabilistic Programming in Python
Language: Python - Size: 508 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8,135 - Forks: 1,921
paulnorthrop/rust
Ratio-of-Uniforms Simulation with Transformation.
Language: R - Size: 48.6 MB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 0 - Forks: 1
tlienart/thox
[done] phd thesis @ oxford stats
Language: TeX - Size: 3.26 MB - Last synced: 30 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0
tlienart/SMC.jl
Sequential Monte Carlo methods in Julia (experimental)
Language: Julia - Size: 38.1 KB - Last synced: 30 days ago - Pushed: almost 7 years ago - Stars: 4 - Forks: 1
tlienart/EPBP 📦
Expectation Particle Belief Propagation code
Language: Julia - Size: 744 KB - Last synced: 30 days ago - Pushed: over 5 years ago - Stars: 11 - Forks: 2
biaslab/RxAgent-Zoo
Archive of active inference agents based on reactive message passing.
Language: Jupyter Notebook - Size: 1 MB - Last synced: 30 days ago - Pushed: about 1 year ago - Stars: 4 - Forks: 0
yoavram-lab/chuong_et_al
Repo for: Chuong et al. (2024) DNA replication errors are a major source of adaptive gene amplification
Language: Jupyter Notebook - Size: 64.7 MB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0
dflemin3/approxposterior
A Python package for approximate Bayesian inference and optimization using Gaussian processes
Language: Python - Size: 50.1 MB - Last synced: 5 days ago - Pushed: 6 months ago - Stars: 40 - Forks: 9
pymc-devs/pytensor
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
Language: Python - Size: 82.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 240 - Forks: 74
gpstuff-dev/gpstuff
GPstuff - Gaussian process models for Bayesian analysis
Language: MATLAB - Size: 67.2 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 165 - Forks: 59
mjvakili/gambly
Searching for galaxy-assembly bias in the SDSS data
Language: Python - Size: 3.63 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0
mjvakili/ccppabc
Approximate Bayesian Computation
Language: Jupyter Notebook - Size: 52.8 MB - Last synced: about 1 month ago - Pushed: about 7 years ago - Stars: 1 - Forks: 1
fehiepsi/rethinking-pyro
Statistical Rethinking with PyTorch and Pyro
Language: Jupyter Notebook - Size: 63.8 MB - Last synced: 16 days ago - Pushed: over 4 years ago - Stars: 159 - Forks: 35
iamzehan/think_bayes
A personal endeavor towards Bayesian Statistics
Language: Jupyter Notebook - Size: 1.7 MB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
JohannesBuchner/ultranest-js
Nested Sampling for Javascript applications
Language: JavaScript - Size: 227 KB - Last synced: about 1 month ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0
laurentperrinet/bayesianchangepoint Fork of JackKelly/bayesianchangepoint
An implementation of Adams & MacKay 2007 "Bayesian Online Changepoint Detection" for a binomial input
Language: Jupyter Notebook - Size: 126 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 3 - Forks: 1
amzn/MXFusion
Modular Probabilistic Programming on MXNet
Language: Python - Size: 6.98 MB - Last synced: 20 days ago - Pushed: about 1 year ago - Stars: 102 - Forks: 31
newton-c/Can-UN-Peacekeeping-Improve-Health-Outcomes-Long-After-the-Shooting-Stops-
Can peacekeeping improve health outcomes? Looking at violence reduction and health infrastructure contributions as mechanisms for UNPKOs to improve healthy life expectancy.
Language: R - Size: 39.6 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0
elfi-dev/elfi
ELFI - Engine for Likelihood-Free Inference
Language: Python - Size: 2.15 MB - Last synced: 27 days ago - Pushed: about 1 month ago - Stars: 262 - Forks: 60
cesmix-mit/PotentialLearning.jl
An open source Julia library for active learning of interatomic potentials in atomistic simulations of materials. It incorporates elements of bayesian inference, machine learning, differentiable programming, software composability, and high-performance computing.
Language: Julia - Size: 37.7 MB - Last synced: about 3 hours ago - Pushed: 1 day ago - Stars: 18 - Forks: 9
CobayaSampler/cobaya
Code for Bayesian Analysis
Language: Python - Size: 7.6 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 113 - Forks: 114
pymc-devs/pymc-resources
PyMC educational resources
Language: Jupyter Notebook - Size: 437 MB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 1,878 - Forks: 735
laura-dangelo/bpr
R package 'bpr' to perform posterior inference for Bayesian Poisson regression
Language: R - Size: 435 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0
google-deepmind/PGMax
Loopy belief propagation for factor graphs on discrete variables in JAX
Language: Python - Size: 2.1 MB - Last synced: 6 days ago - Pushed: 6 months ago - Stars: 120 - Forks: 11