TheCuriousCurator's repositories
Language:Jupyter Notebook000
Language:Jupyter Notebook000
rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
MIT000
Statistical-Rethinking-2023-Python-Notes
Lecture notes and python code to replicate models built throughout the course of Richard Mcelreath's 2023 Lecture Series 'Statistical Rethinking'. Relies on pymc
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psl-examples
Various examples to showcase the functionality of PSL.
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hackfest-ppl
A tutorial on probabilistic programming with deep learning, stochastic variational inference, MCMC and other useful tricks. Based in pytorch/pyro.
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causal_salad_2021
One day course on causal inference, MPI-EVA 9 September 2021
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rethinking-tensorflow-probability
Statistical Rethinking (2nd Ed) with Tensorflow Probability
Apache-2.0000
statrethink-course-numpyro-2019
Statistical Rethinking: A Bayesian Course Using Python and NumPyro
MIT000
statistical-rethinking-useful
Following along with Statistical Rethinking text on Bayesian modeling by McElreath
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