Pylearn Alternatives

Bayesian machine learning in Python
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pyro-ppl/pyro 8,255 18 90 about 2 years ago 34 July 29, 2023 248 apache-2.0 Python
Deep universal probabilistic programming with Python and PyTorch
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uber/orbit 1,776 0 1 about 2 years ago 21 January 29, 2023 54 other Python
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
probcomp/Gen.jl 1,758 0 0 over 2 years ago 0 161 apache-2.0 Julia
A general-purpose probabilistic programming system with programmable inference
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Notebooks about Bayesian methods for machine learning
csinva/imodels 1,229 0 4 over 2 years ago 44 October 05, 2023 27 mit Jupyter Notebook
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
hindupuravinash/nips2017 913 0 0 over 8 years ago 0 0
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
probcomp/bayeslite 828 0 0 almost 6 years ago 0 193 apache-2.0 Python
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
EmuKit/emukit 551 0 4 over 2 years ago 9 December 15, 2022 40 apache-2.0 Python
A Python-based toolbox of various methods in decision making, uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.
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