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Open Source Science

Updated 9 months ago

tumoroscope-pymc • Rank 3.3 • Science 67%

Python package of the 'Tumoroscope' model implemented in PyMC.

Updated 9 months ago

pytensor-federated • Rank 8.3 • Science 54%

Distributed differentiable graph computation using PyTensor

Updated 9 months ago

https://github.com/camdavidsonpilon/probabilistic-programming-and-bayesian-methods-for-hackers • Rank 15.3 • Science 23%

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 ;)

Updated 9 months ago

speclet • Science 26%

A Bayesian hierarchical model to discover tissue-specific cancer driver genes and synthetic lethal interactions from CRISPR/Cas9 LoF screens.