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The Top 23 Machine Learning Bayesian Open Source Projects

Open source projects categorized as Machine Learning Bayesian
Categories > Machine Learning > Bayesian
Categories > Machine Learning > Machine Learning
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34most recent commit 11 days agopypi pyro-ppl} Downloads
Deeplearning ⭐ 2,347
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
most recent commit 4 years ago
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21most recent commit 3 months agopypi orbit-ml} Downloads
Gen.jl ⭐ 1,758
A general-purpose probabilistic programming system with programmable inference
most recent commit 3 months ago
Bayesian Machine Learning ⭐ 1,587
Notebooks about Bayesian methods for machine learning
most recent commit a year ago
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44most recent commit 4 months agopypi imodels} Downloads
Nips2017 ⭐ 913
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
most recent commit 6 years ago
Bayeslite ⭐ 828
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
most recent commit 4 years ago
Emukit ⭐ 551
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
dependent packages 4total releases 9most recent commit 4 months agopypi emukit} Downloads
Bayesiandeeplearning Survey ⭐ 475
Bayesian Deep Learning: A Survey
most recent commit 4 months ago
Sklearn Bayes ⭐ 439
Python package for Bayesian Machine Learning with scikit-learn API
most recent commit 3 years ago
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73most recent commit 5 months agopypi bnlearn} Downloads
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit 3 years ago
Pygpgo ⭐ 236
Bayesian optimization for Python
total releases 5most recent commit 2 years ago
Gpflowopt ⭐ 218
Bayesian Optimization using GPflow
total releases 1most recent commit 3 years ago
Bitcoin Price Prediction ⭐ 214
Bayesian regression for latent source model and Bitcoin
most recent commit 4 years ago
Pilco ⭐ 213
Bayesian Reinforcement Learning in Tensorflow
most recent commit 3 years ago
Bayesianlearning ⭐ 198
Bayesian Machine Learning
most recent commit 2 years ago
Bayesianrecurrentnn ⭐ 196
Implementation of Bayesian Recurrent Neural Networks by Fortunato et. al
most recent commit 5 years ago
Probabilistic Models ⭐ 196
Collection of probabilistic models and inference algorithms
most recent commit 4 years ago
Bat.jl ⭐ 185
A Bayesian Analysis Toolkit in Julia
most recent commit 3 months ago
Batchbald ⭐ 174
Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
most recent commit 3 years ago
Cornell Moe ⭐ 165
A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
most recent commit 4 years ago
The 8 Most Depended On Machine Learning Bayesian Open Source Projects
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 11 days agopypi pyro-ppl} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 5 months agopypi bnlearn} Downloads
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33latest release July 19, 2023most recent commit 9 months agopypi bask} Downloads
Whichx ⭐ 38
A small, no dependencies, Naive Bayes Text Classifier for JavaScript
dependent packages 1total releases 8latest release May 07, 2022most recent commit 10 months agonpm whichx} Downloads
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
Naive Bayes Classifier ⭐ 157
yet another general purpose naive bayesian classifier.
dependent packages 1total releases 4latest release May 12, 2014most recent commit 5 years agopypi naiveBayesClassifier} Downloads
The 10 Latest Releases In Machine Learning Bayesian Open Source Projects
Bayeso ⭐ 82
Simple, but essential Bayesian optimization package
total releases 16latest release November 21, 2023most recent commit 5 months ago
Bnlearn ⭐ 406
Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 4total releases 73latest release November 15, 2023most recent commit 5 months agopypi bnlearn} Downloads
Imodels ⭐ 1,229
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
dependent packages 4total releases 44latest release October 05, 2023most recent commit 4 months agopypi imodels} Downloads
Trilearn ⭐ 12
Bayesian structure learning and classification in decomposable graphical models.
total releases 34latest release September 29, 2023most recent commit 3 months ago
Fake Data For Learning ⭐ 7
Sample interesting fake data for machine and human learning
total releases 10latest release August 02, 2023most recent commit 9 months ago
Pyro ⭐ 8,330
Deep universal probabilistic programming with Python and PyTorch
dependent packages 90total releases 34latest release July 29, 2023most recent commit 11 days agopypi pyro-ppl} Downloads
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33latest release July 19, 2023most recent commit 9 months agopypi bask} Downloads
Orbit ⭐ 1,776
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
dependent packages 1total releases 21latest release January 29, 2023most recent commit 3 months agopypi orbit-ml} Downloads
Htlr ⭐ 8
Bayesian Logistic Regression with Hyper-LASSO priors
total releases 5latest release October 22, 2022most recent commit a year ago
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