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Top 7 pymc3 open source projects

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

✭ 4,197

python Jupyter Notebook machine-learning tensorflow pytorch colab pml flax jupyter-notebooks pymc3 pyro jax numpyro

EmbracingUncertainty

Material for AMLD 2020 workshop "Bayesian Inference: embracing uncertainty"

✭ 23

Jupyter Notebook HTML julia-language bayesian-inference stan pymc3 turinglang amld2020

Forecasting 🇫🇷 elections with Bayesian statistics 🥳

✭ 24

Jupyter Notebook python time-series survey-data bayesian-inference pymc3 gaussian-processes bayesian-statistics polling-data electoral-forecasting-models

Hidden Markov models in PyMC3

✭ 81

python Makefile hmm bayesian pymc3 ffbs

Work-In-Progress: conjoint analysis in Python

✭ 51

python statistics survey pymc3 conjoint-analysis

Short introduction to Bayesian statistical modelling with PyMC3

✭ 18

Jupyter Notebook bayes pymc3 statistical-models

distribution-cheatsheet

📈📄👀A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)

✭ 43

Jupyter Notebook python distribution statistics lookup bayes poisson pymc3 characteristics cauchy chi-square geometric normal random-variables distribution-cheatsheet

1-7 of 7 pymc3 projects