Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probab

Jupyter Notebook26218mit

5 months ago

bayesian-methodsdata-sciencejupyter-notebook

bayesian

Naive Bayesian Classification for Golang.

Go785other

5 months ago

Bayesian-Modelling-in-Python

Bayesian-Modelling-in-Python

A python tutorial on bayesian modeling techniques (PyMC3)

Jupyter Notebook2461

7 years ago

bayesian-statisticspymcpython

bayesian-bandit.js

Bayesian bandit implementation for Node and the browser.

JavaScript44mit

7 years ago

bayesian-generalization-complexity

bayesian-generalization-complexity

Official code repository for ICML'23 paper On the Complexity of Bayesian General

Python7mit

6 months ago

algorithmic-information-theorybayesian-generalizationmarr-s-paradigm

spearmint

Spearmint is a package to perform Bayesian optimization according to the algorit

Python1379

7 years ago

pebl

Python Environment for Bayesian Learning

Python103other

12 years ago

sklearn-bayes

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

Jupyter Notebook497mit

3 years ago

bayesianbayesian-machine-learningmachine-learning

SafeOpt

SafeOpt

Safe Bayesian Optimization

Python131mit

last year

gaussian-processesoptimizationreinforcement-learning

Mamba.jl

Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

Julia254other

2 years ago

pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Varia

Python351mit

5 years ago

bayesian-inferencedeep-learning

linnaeus

linnaeus

A redis-backed Bayesian classifier

Ruby37mit

8 years ago

shield

Bayesian text classifier with flexible tokenizers and storage backends for Go

Go156mit

4 years ago

19-questions

A machine learning / bayesian inference engine assigning attributes to objects

PHP17mit

2 years ago

artificial-general-intelligenceartificial-intelligenceartificial-neural-networks

GPflowOpt

Bayesian Optimization using GPflow

Python260apache-2.0

3 years ago

bayesian-optimizationgpflowhyperparameter-optimization

carmel

finite-state toolkit, EM and Bayesian (Gibbs sampling) training for FST and cont

C++39other

2 years ago

octopus

octopus

Bayesian haplotype-based mutation calling

C++292mit

9 months ago

bioinformaticsde-novo-mutationgenomics

BayesPy

Bayesian Inference Tools in Python

HTML103

11 months ago

BayesNets.jl

Bayesian Networks for Julia

Julia214other

2 months ago

traversability_mapping

Bayesian Generalized Kernel Inference for Terrain Traversability Mapping

C++229gpl-3.0

4 years ago

bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

Clojure360epl-1.0

4 years ago

bayesianbayesian-data-analysisbayesian-inference

Tactful_Tokenizer

Accurate Bayesian sentence tokenizer in Ruby.

Ruby78

10 years ago

nlprubyrubynlp

freebayes

freebayes

Bayesian haplotype-based genetic polymorphism discovery and genotyping.

C++738mit

last year

BayesDB

BayesDB

A Bayesian database table for querying the probable implications of data as easi

887apache-2.0

9 years ago

arviz

arviz

Exploratory analysis of Bayesian models with Python

Python1497apache-2.0

2 months ago

bayesianclosemberpython

Spearmint

Spearmint Bayesian optimization codebase

Python1528other

4 years ago

naive-apl

Naive Bayesian Classifier written in APL

APL23

6 years ago

apibayes-classifierbayesian

pgmpy

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic

Python2531mit

6 months ago

bayesian-networkscausal-inferencecausal-models

pymc

pymc

Bayesian Modeling and Probabilistic Programming in Python

Python7910other

5 months ago

bayesian-inferencemcmcprobabilistic-programming

Kalman-and-Bayesian-Filters-in-Python

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and exp

Jupyter Notebook15138other

5 months ago

skbel

skbel

SKBEL - Bayesian Evidential Learning framework built on top of scikit-learn.

Python20bsd-3-clause

last year

bayesian-inferencegaussian-processgaussian-process-regression

Smile.jl

A Julia wrapper for the Smile C++ Structural Modeling, Inference, and Learning E

Julia2other

8 years ago

rating

:star: A true Bayesian rating system with scope and cache enabled

Ruby68mit

3 months ago

rateratingstar-rating

awesome-latex-drawing

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and

TeX1228mit

last year

latexmachine-learning

classifier

A general classifier module to allow Bayesian and other types of classifications

Ruby658other

9 months ago

blackjax

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and mod

Python627apache-2.0

4 months ago

bayesian-inferencehamiltonian-monte-carloprobabilistic-programming

classifier-reborn

A general classifier module to allow Bayesian and other types of classifications

Ruby544lgpl-2.1

8 months ago

bayesian-classifierrubyrubyml

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probab

Jupyter Notebook26218mit

5 months ago

bayesian-methodsdata-sciencejupyter-notebook

bayesian

Naive Bayesian Classification for Golang.

Go785other

5 months ago

Bayesian-Modelling-in-Python

Bayesian-Modelling-in-Python

A python tutorial on bayesian modeling techniques (PyMC3)

Jupyter Notebook2461

7 years ago

bayesian-statisticspymcpython

bayesian-bandit.js

Bayesian bandit implementation for Node and the browser.

JavaScript44mit

7 years ago

bayesian-generalization-complexity

bayesian-generalization-complexity

Official code repository for ICML'23 paper On the Complexity of Bayesian General

Python7mit

6 months ago

algorithmic-information-theorybayesian-generalizationmarr-s-paradigm

pebl

Python Environment for Bayesian Learning

Python103other

12 years ago

bayex

bayex

Minimal Implementation of Bayesian Optimization in JAX

Python73mit

2 months ago

automatic-differentiationbayesian-optimizationgaussian-process-regression

sklearn-bayes

sklearn-bayes

Python package for Bayesian Machine Learning with scikit-learn API

Jupyter Notebook497mit

3 years ago

bayesianbayesian-machine-learningmachine-learning

Mamba.jl

Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

Julia254other

2 years ago

pyvarinf

Python package facilitating the use of Bayesian Deep Learning methods with Varia

Python351mit

5 years ago

bayesian-inferencedeep-learning

linnaeus

linnaeus

A redis-backed Bayesian classifier

Ruby37mit

8 years ago

shield

Bayesian text classifier with flexible tokenizers and storage backends for Go

Go156mit

4 years ago

19-questions

A machine learning / bayesian inference engine assigning attributes to objects

PHP17mit

2 years ago

artificial-general-intelligenceartificial-intelligenceartificial-neural-networks

carmel

finite-state toolkit, EM and Bayesian (Gibbs sampling) training for FST and cont

C++39other

2 years ago

octopus

octopus

Bayesian haplotype-based mutation calling

C++292mit

9 months ago

bioinformaticsde-novo-mutationgenomics

BayesPy

Bayesian Inference Tools in Python

HTML103

11 months ago

BayesNets.jl

Bayesian Networks for Julia

Julia214other

2 months ago

traversability_mapping

Bayesian Generalized Kernel Inference for Terrain Traversability Mapping

C++229gpl-3.0

4 years ago

bayadera

High-performance Bayesian Data Analysis on the GPU in Clojure

Clojure360epl-1.0

4 years ago

bayesianbayesian-data-analysisbayesian-inference

Tactful_Tokenizer

Accurate Bayesian sentence tokenizer in Ruby.

Ruby78

10 years ago

nlprubyrubynlp

freebayes

freebayes

Bayesian haplotype-based genetic polymorphism discovery and genotyping.

C++738mit

last year

BayesianOptimization

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

Python7331mit

2 months ago

bayesian-optimizationgaussian-processesoptimization

bayeso

bayeso

Simple, but essential Bayesian optimization package

Python84mit

2 months ago

bayesian-optimizationhyperparameter-optimizationmachine-learning

BayesDB

BayesDB

A Bayesian database table for querying the probable implications of data as easi

887apache-2.0

9 years ago

botorch

botorch

Bayesian optimization in PyTorch

Jupyter Notebook2847mit

5 months ago

arviz

arviz

Exploratory analysis of Bayesian models with Python

Python1497apache-2.0

2 months ago

bayesianclosemberpython

naive-apl

Naive Bayesian Classifier written in APL

APL23

6 years ago

apibayes-classifierbayesian

pgmpy

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic

Python2531mit

6 months ago

bayesian-networkscausal-inferencecausal-models

pymc

pymc

Bayesian Modeling and Probabilistic Programming in Python

Python7910other

5 months ago

bayesian-inferencemcmcprobabilistic-programming

Kalman-and-Bayesian-Filters-in-Python

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and exp

Jupyter Notebook15138other

5 months ago

skbel

skbel

SKBEL - Bayesian Evidential Learning framework built on top of scikit-learn.

Python20bsd-3-clause

last year

bayesian-inferencegaussian-processgaussian-process-regression

Smile.jl

A Julia wrapper for the Smile C++ Structural Modeling, Inference, and Learning E

Julia2other

8 years ago

rating

:star: A true Bayesian rating system with scope and cache enabled

Ruby68mit

3 months ago

rateratingstar-rating

awesome-latex-drawing

awesome-latex-drawing

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and

TeX1228mit

last year

latexmachine-learning

SMAC3

SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Python936other

5 months ago

algorithm-configurationautomated-machine-learningautoml

classifier

A general classifier module to allow Bayesian and other types of classifications

Ruby658other

9 months ago

blackjax

blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and mod

Python627apache-2.0

4 months ago

bayesian-inferencehamiltonian-monte-carloprobabilistic-programming

classifier-reborn

A general classifier module to allow Bayesian and other types of classifications

Ruby544lgpl-2.1

8 months ago

bayesian-classifierrubyrubyml