Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|

Pyro | 8,483 | 18 | 90 | 2 months ago | 34 | July 29, 2023 | 248 | apache-2.0 | Python | |

Deep universal probabilistic programming with Python and PyTorch | ||||||||||

Deeplearning | 2,347 | 4 years ago | 3 | mit | Python | |||||

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 | ||||||||||

Orbit | 1,776 | 1 | 9 months ago | 21 | January 29, 2023 | 54 | other | Python | ||

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

Gen.jl | 1,758 | 10 months ago | 161 | apache-2.0 | Julia | |||||

A general-purpose probabilistic programming system with programmable inference | ||||||||||

Bayesian Machine Learning | 1,587 | 2 years ago | 4 | apache-2.0 | Jupyter Notebook | |||||

Notebooks about Bayesian methods for machine learning | ||||||||||

Bayeslite | 828 | 5 years ago | 193 | apache-2.0 | Python | |||||

BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself. | ||||||||||

Emukit | 551 | 4 | 10 months ago | 9 | December 15, 2022 | 40 | apache-2.0 | Python | ||

A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc. | ||||||||||

Sklearn Bayes | 439 | 3 years ago | 20 | mit | Jupyter Notebook | |||||

Python package for Bayesian Machine Learning with scikit-learn API | ||||||||||

Bnlearn | 406 | 4 | a year ago | 73 | November 15, 2023 | 9 | other | Jupyter Notebook | ||

Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods. | ||||||||||

Multitask Learning | 374 | 4 years ago | 2 | |||||||

Awesome Multitask Learning Resources |

Alternatives To Pymc Example ProjectSelect To Compare

Alternative Project Comparisons

Popular Bayesian Projects

Popular Machine Learning Projects

Popular Machine Learning Categories

Related Searches

Get A Weekly Email With Trending Projects For These Categories

No Spam. Unsubscribe easily at any time.

Python

Jupyter Notebook

Machine Learning

Data Science

Pandas

Numpy

Data Analysis

Bayesian

Scikit Learn

Bayesian Inference

Probabilistic Programming

Bayesian Data Analysis