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GitHub / ksachdeva / rethinking-tensorflow-probability
Statistical Rethinking (2nd Ed) with Tensorflow Probability
Stars: 268
Forks: 47
Open Issues: 3
License: apache-2.0
Language: Jupyter Notebook
Repo Size: 321 MB
Dependencies:
14
Created: over 4 years ago
Updated: 4 months ago
Last pushed: over 2 years ago
Last synced: 3 months ago
Topics: bayesian-inference, bayesian-statistics, markov-chain-monte-carlo, statistical-rethinking, tensorflow, tensorflow-probability, tutorials, variational-inference
Files
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Readme
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Dependencies
requirements.txt
pypi
- arviz *
- causalgraphicalmodels *
- daft *
- jax *
- jaxlib *
- matplotlib *
- pandas *
- scipy *
- seaborn *
- statsmodels *
- tensorflow *
- tensorflow-probability *
- watermark *