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The Top 23 Jupyter Notebook Bayesian Inference Open Source Projects

Open source projects categorized as Jupyter Notebook Bayesian Inference
Categories > Machine Learning > Bayesian Inference
Categories > Data Processing > Jupyter Notebook
Probabilistic Programming And Bayesian Methods For Hackers ⭐ 25,288
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
most recent commit 2 months ago
Neural Tangents ⭐ 1,965
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 27most recent commit 23 days agopypi neural-tangents} Downloads
Pymc Resources ⭐ 1,704
PyMC educational resources
most recent commit 19 days ago
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit a year ago
Bayesian Stats Modelling Tutorial ⭐ 601
How to do Bayesian statistical modelling using numpy and PyMC3
most recent commit 9 months ago
Bayesian Neural Networks ⭐ 554
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit 3 years ago
Bayesian_changepoint_detection ⭐ 547
Methods to get the probability of a changepoint in a time series.
dependent packages 1total releases 1most recent commit 5 months agopypi bayesian-changepoint-detection} Downloads
Dbda Python ⭐ 543
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
most recent commit 2 years ago
Bayesian Analysis Recipes ⭐ 510
A collection of Bayesian data analysis recipes using PyMC3
most recent commit a year ago
Monad Bayes ⭐ 368
A library for probabilistic programming in Haskell.
most recent commit 5 days ago
Vae_cf ⭐ 309
Variational autoencoders for collaborative filtering
most recent commit 5 years ago
Bnlearn ⭐ 279
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 1total releases 63most recent commit 17 hours agopypi bnlearn} Downloads
Rethinking Tensorflow Probability ⭐ 207
Statistical Rethinking (2nd Ed) with Tensorflow Probability
most recent commit a year ago
Indaba Pracs 2022 ⭐ 151
Notebooks for the Practicals at the Deep Learning Indaba 2022.
most recent commit 5 months ago
Celeste.jl ⭐ 124
Scalable inference for a generative model of astronomical images
most recent commit 3 years ago
Glmm In Python ⭐ 114
Generalized linear mixed-effect model in Python
most recent commit 5 years ago
Pymc3_vs_pystan ⭐ 105
Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation video: https://www.youtube.com/watch?v=Jb9eklfbDyg
most recent commit 7 years ago
Rethinking Pyro ⭐ 90
Statistical Rethinking with PyTorch and Pyro
most recent commit 3 years ago
Bayesian Cognitive Modeling In Pymc3 ⭐ 90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
most recent commit 5 years ago
Pycbc Tutorials ⭐ 87
Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.
most recent commit 3 months ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 4 years ago
Alice ⭐ 80
NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
most recent commit 5 years ago
Bridge.jl ⭐ 77
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
most recent commit 2 years ago
The 3 Most Depended On Jupyter Notebook Bayesian Inference Open Source Projects
Bnlearn ⭐ 279
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 1total releases 63latest release May 20, 2022most recent commit 17 hours agopypi bnlearn} Downloads
Bayesian_changepoint_detection ⭐ 547
Methods to get the probability of a changepoint in a time series.
dependent packages 1total releases 1latest release August 12, 2019most recent commit 5 months agopypi bayesian-changepoint-detection} Downloads
Neural Tangents ⭐ 1,965
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 27latest release February 23, 2022most recent commit 23 days agopypi neural-tangents} Downloads
The 8 Latest Releases In Jupyter Notebook Bayesian Inference Open Source Projects
Bnlearn ⭐ 279
Python package for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.
dependent packages 1total releases 63latest release May 20, 2022most recent commit 17 hours agopypi bnlearn} Downloads
Covid19_inference ⭐ 69
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
total releases 9latest release May 17, 2022most recent commit 23 days ago
Neural Tangents ⭐ 1,965
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 27latest release February 23, 2022most recent commit 23 days agopypi neural-tangents} Downloads
Trilearn ⭐ 11
Bayesian structure learning and classification in decomposable graphical models.
total releases 28latest release April 23, 2021most recent commit 7 months ago
Sisua ⭐ 16
SemI-SUpervised generative Autoencoder models for single cell data
total releases 7latest release October 02, 2019most recent commit 2 years ago
Bayesian_changepoint_detection ⭐ 547
Methods to get the probability of a changepoint in a time series.
dependent packages 1total releases 1latest release August 12, 2019most recent commit 5 months agopypi bayesian-changepoint-detection} Downloads
Maxentropy ⭐ 10
Maximum entropy and minimum divergence models in Python
total releases 2latest release August 08, 2019most recent commit 4 years ago
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