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CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

Bayesian methods and probabilistic programming in Python with PyMC

28.4K
Archived
Jupyter Notebook
Inference
Books & Guides
PyMC
#bayesian-methods#data-science#pymc

pymc-devs/pymc

A powerful Bayesian modeling and probabilistic programming library for Python developers.

9.5K
Active
Python
LLM Frameworks
Python
#bayesian-inference#mcmc#probabilistic-programming

markdregan/Bayesian-Modelling-in-Python

A Python tutorial on Bayesian modeling techniques using the PyMC3 library.

2.5K
Archived
Jupyter Notebook
LLM Frameworks
Tutorials & Courses
#bayesian-statistics#pymc#tutorial

pymc-labs/CausalPy

A Python package for causal inference in quasi-experimental settings

1.1K
Active
Python
Causal Inference
#causal-inference#quasi-experimental#pymc

pymc-labs/pymc-marketing

Bayesian marketing toolbox in PyMC with models for media mix, customer lifetime value, and buy-till-you-die.

1.1K
Active
Python
Machine Learning Ops
ORMs & Query Builders
Python
#data-science#marketing#bayesian-modeling

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