junpenglao / advance-bayesian-modelling-with-PyMC3Links
☆240Updated 6 years ago
Alternatives and similar repositories for advance-bayesian-modelling-with-PyMC3
Users that are interested in advance-bayesian-modelling-with-PyMC3 are comparing it to the libraries listed below
Sorting:
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆229Updated 4 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆560Updated last year
- ☆231Updated 3 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆159Updated 5 years ago
- ☆158Updated 2 years ago
- A colourful collection of codes and notebooks, like Planet Sakaar☆55Updated 2 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆330Updated last month
- Presented at Scipy Conference 2019☆127Updated 5 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- my blog☆268Updated 3 years ago
- ☆72Updated 6 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆90Updated 4 years ago
- Statistical Rethinking with PyTorch and Pyro☆163Updated last month
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆853Updated 5 years ago
- ☆91Updated 4 years ago
- Statistical Rethinking course in pymc3☆143Updated 5 years ago
- How to do Bayesian statistical modelling using numpy and PyMC3☆667Updated 2 years ago
- Statistical Rethinking (2nd ed.) with NumPyro☆458Updated last month
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 9 years ago
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 3 years ago
- Bayesian Analysis with Python (Second Edition)☆667Updated last year
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆712Updated 3 years ago
- Inference case studies in jupyter☆93Updated 6 years ago
- Time should be taken seer-iously☆316Updated 2 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆682Updated 3 years ago
- Hidden Markov models in PyMC3☆99Updated last year
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Updated 3 years ago
- legend☆204Updated last year