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The Top 23 Jupyter Notebook Bayesian Open Source Projects

Open source projects categorized as Jupyter Notebook Bayesian
Categories > Machine Learning > Bayesian
Categories > Data Processing > Jupyter Notebook
Kalman And Bayesian Filters In Python ⭐ 15,017
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
most recent commit 4 months ago
Bayesian Modelling In Python ⭐ 2,202
A python tutorial on bayesian modeling techniques (PyMC3)
most recent commit 7 years 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
Bayesgan ⭐ 1,002
Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)
most recent commit 6 years ago
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 years ago
Doing_bayesian_data_analysis ⭐ 799
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
most recent commit 3 years ago
Statistical Rethinking With Python And Pymc3 ⭐ 674
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
most recent commit 6 years ago
Bayesian Stats Modelling Tutorial ⭐ 601
How to do Bayesian statistical modelling using numpy and PyMC3
most recent commit 2 years ago
Bayesian_changepoint_detection ⭐ 597
Methods to get the probability of a changepoint in a time series.
dependent packages 2total releases 1most recent commit 8 months agopypi bayesian-changepoint-detection} Downloads
Bap ⭐ 578
Bayesian Analysis with Python (Second Edition)
most recent commit 8 months ago
Bdl Benchmarks ⭐ 571
Bayesian Deep Learning Benchmarks
total releases 1most recent commit 3 years ago
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 3 years ago
Bayesian Analysis Recipes ⭐ 510
A collection of Bayesian data analysis recipes using PyMC3
most recent commit 2 years ago
Bandits ⭐ 472
Python library for Multi-Armed Bandits
most recent commit 4 years 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
Swa_gaussian ⭐ 393
Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"
most recent commit 9 months ago
Notes On Dirichlet Processes ⭐ 377
🎲 Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation
most recent commit 5 years ago
Hamiltorch ⭐ 357
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
most recent commit 5 months ago
Bayesian Neural Network Blogpost ⭐ 317
Building a Bayesian deep learning classifier
most recent commit 6 years ago
Bayesmadesimple ⭐ 282
Code for a tutorial on Bayesian Statistics by Allen Downey.
most recent commit 3 years ago
Scipy2014_tutorial ⭐ 281
Tutorial: Bayesian Statistical Analysis in Python
most recent commit 5 years ago
The 8 Most Depended On Jupyter Notebook Bayesian Open Source Projects
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
Bayesian_changepoint_detection ⭐ 597
Methods to get the probability of a changepoint in a time series.
dependent packages 2total releases 1latest release August 12, 2019most recent commit 8 months agopypi bayesian-changepoint-detection} Downloads
Pybnn ⭐ 85
Bayesian neural network package
dependent packages 2total releases 3latest release February 08, 2019most recent commit 3 years agopypi pybnn} Downloads
Causalimpact ⭐ 189
Python port of CausalImpact R library
dependent packages 2total releases 12latest release January 09, 2023most recent commit a year agopypi causalimpact} Downloads
Suftware ⭐ 9
SUFTware: Statistics Using Field Theory
dependent packages 1total releases 16latest release September 24, 2021most recent commit 3 years agopypi suftware} Downloads
Lipo ⭐ 20
Global, derivative-free optimization for hyperparameter tuning
dependent packages 1total releases 5latest release May 26, 2020most recent commit 2 years agopypi lipo} Downloads
Bayesicfitting ⭐ 44
Bayesian fitting package
dependent packages 1total releases 34latest release August 31, 2023most recent commit 8 months agopypi BayesicFitting} Downloads
The 10 Latest Releases In Jupyter Notebook Bayesian Open Source Projects
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
Bayesicfitting ⭐ 44
Bayesian fitting package
dependent packages 1total releases 34latest release August 31, 2023most recent commit 8 months agopypi BayesicFitting} Downloads
Causalimpact ⭐ 189
Python port of CausalImpact R library
dependent packages 2total releases 12latest release January 09, 2023most recent commit a year agopypi causalimpact} Downloads
Covid19_inference ⭐ 71
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
total releases 10latest release July 12, 2022most recent commit 9 months ago
Proxnest ⭐ 17
Proximal Nested Sampling for high-dimensional Bayesian model selection
total releases 1latest release June 30, 2022most recent commit 5 months ago
Pyross ⭐ 160
PyRoss: inference, forecasts, and optimised control of epidemiological models in Python
total releases 37latest release April 19, 2022most recent commit 9 months ago
Suftware ⭐ 9
SUFTware: Statistics Using Field Theory
dependent packages 1total releases 16latest release September 24, 2021most recent commit 3 years agopypi suftware} Downloads
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