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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
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30most recent commit 4 months agopypi neural-tangents} Downloads
Pymc Resources ⭐ 1,838
PyMC educational resources
most recent commit 3 months ago
Bayesian Neural Networks ⭐ 1,633
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
most recent commit 6 months ago
Bda_py_demos ⭐ 851
Bayesian Data Analysis demos for Python
most recent commit 2 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
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
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
Monad Bayes ⭐ 389
A library for probabilistic programming in Haskell.
most recent commit 3 months ago
Vae_cf ⭐ 309
Variational autoencoders for collaborative filtering
most recent commit 6 years ago
Rethinking Tensorflow Probability ⭐ 207
Statistical Rethinking (2nd Ed) with Tensorflow Probability
most recent commit 2 years ago
Indaba Pracs 2022 ⭐ 151
Notebooks for the Practicals at the Deep Learning Indaba 2022.
most recent commit a year ago
Celeste.jl ⭐ 124
Scalable inference for a generative model of astronomical images
most recent commit 4 years ago
Glmm In Python ⭐ 114
Generalized linear mixed-effect model in Python
most recent commit 6 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 8 years ago
Pycbc Tutorials ⭐ 101
Learn how to use PyCBC to analyze gravitational-wave data and do parameter inference.
most recent commit 10 months ago
Rethinking Pyro ⭐ 90
Statistical Rethinking with PyTorch and Pyro
most recent commit 4 years ago
Bayesian Cognitive Modeling In Pymc3 ⭐ 90
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
most recent commit 6 years ago
Pymc Example Project ⭐ 87
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
most recent commit 5 years ago
Alice ⭐ 80
NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
most recent commit 6 years ago
Bridge.jl ⭐ 77
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
most recent commit 3 years ago
Covid19_inference ⭐ 71
Bayesian python toolbox for inference and forecast of the spread of the Coronavirus
total releases 10most recent commit 9 months ago
The 5 Most Depended On Jupyter Notebook Bayesian Inference 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
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
Calibr8 ⭐ 23
Toolbox for non-linear calibration modeling.
dependent packages 1total releases 18latest release March 16, 2022most recent commit 3 months agopypi calibr8} Downloads
Maxentropy ⭐ 10
Maximum entropy and minimum divergence models in Python
dependent packages 1total releases 2latest release August 08, 2019most recent commit 5 years agopypi maxentropy} Downloads
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30latest release August 24, 2023most recent commit 4 months agopypi neural-tangents} Downloads
The 10 Latest Releases In Jupyter Notebook Bayesian Inference 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
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30latest release August 24, 2023most recent commit 4 months agopypi neural-tangents} Downloads
Cosmopower Jax ⭐ 13
Differentiable cosmological emulators: the JAX version of cosmopower
total releases 10latest release May 31, 2023most recent commit 9 months ago
Bhad ⭐ 9
A Python library for Bayesian Anomaly Detection
total releases 9latest release May 30, 2023most recent commit 4 months ago
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
Calibr8 ⭐ 23
Toolbox for non-linear calibration modeling.
dependent packages 1total releases 18latest release March 16, 2022most recent commit 3 months agopypi calibr8} Downloads
Cosmopower ⭐ 45
Machine Learning - accelerated Bayesian inference
total releases 3latest release December 11, 2021most recent commit 5 months ago
Gwnrtools ⭐ 6
Research tools for intermingling gravitational-wave data analysis with numerical relativity
total releases 4latest release September 20, 2021most recent commit 3 months ago
Maelstrom ⭐ 5
Forward modelling of pulsating stars in binaries
total releases 1latest release January 31, 2020most recent commit 4 years ago
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