ksachdeva / rethinking-tensorflow-probability
Statistical Rethinking (2nd Ed) with Tensorflow Probability
☆273Updated 3 years ago
Alternatives and similar repositories for rethinking-tensorflow-probability:
Users that are interested in rethinking-tensorflow-probability are comparing it to the libraries listed below
- ☆239Updated 6 years ago
- Statistical Rethinking course in pymc3☆143Updated 4 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆455Updated last year
- ☆230Updated 3 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆312Updated last week
- legend☆199Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆557Updated last year
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 3 years ago
- Educational resources☆104Updated 3 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆228Updated 4 years ago
- Statistical Rethinking with PyTorch and Pyro☆163Updated 5 years ago
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 3 years ago
- Presented at Scipy Conference 2019☆125Updated 5 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆677Updated 3 years ago
- Bayesian Analysis with Python - Second Edition, published by Packt☆133Updated 4 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated last year
- Bayesian Analysis with Python (Second Edition)☆658Updated last year
- Time should be taken seer-iously☆314Updated 2 years ago
- My solutions to the assignments in the book: "A Student’s Guide to Bayesian Statistics" by Ben Lambert.☆68Updated 9 months ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆849Updated 4 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆710Updated 3 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆156Updated 5 years ago
- ☆90Updated 4 years ago
- Hidden Markov models in PyMC3☆99Updated last year
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 6 years ago
- In which I try to demystify the fundamental concepts behind Bayesian deep learning.☆123Updated 7 years ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆329Updated last year
- my blog☆266Updated 2 years ago