ericmjl / bayesian-stats-modelling-tutorialLinks
How to do Bayesian statistical modelling using numpy and PyMC3
☆672Updated 3 years ago
Alternatives and similar repositories for bayesian-stats-modelling-tutorial
Users that are interested in bayesian-stats-modelling-tutorial are comparing it to the libraries listed below
Sorting:
- A collection of Bayesian data analysis recipes using PyMC3☆561Updated 2 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆691Updated 4 years ago
- Bayesian Analysis with Python (Second Edition)☆676Updated 2 years ago
- ☆234Updated 4 years ago
- ☆240Updated 7 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆873Updated 5 years ago
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆357Updated 5 years ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆161Updated 5 years ago
- Introduction to Statistical Modeling with Python (PyCon 2017)☆169Updated 5 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆907Updated 4 years ago
- PyMC educational resources☆2,065Updated last year
- Statistical Rethinking course in pymc3☆144Updated 5 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆274Updated 4 years ago
- Bayesian Data Analysis demos for Python☆1,038Updated 4 months ago
- Preparation materials for CEAi Precision Workshop #1 on Bayesian modelling☆58Updated 7 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Updated 5 years ago
- Notebooks for the Altair tutorial☆365Updated 5 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆363Updated 2 weeks ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Updated 5 years ago
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆709Updated 4 years ago
- ☆561Updated last year
- Data Analysis Baseline Library☆727Updated last year
- Bayesian Analysis with Python by Packt☆222Updated 3 years ago
- Introduction to Machine learning with Python, 4h interactive workshop☆314Updated 5 years ago
- Bayesian statistical modelling using numpy and PyMC3. Telling stories using the language of probability. And more!☆17Updated 6 years ago
- Production Data Science: a workflow for collaborative data science aimed at production☆457Updated 5 years ago
- A tutorial for widgets☆406Updated last year
- A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)☆165Updated 4 years ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆623Updated 10 months ago
- My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Frie…☆423Updated 4 months ago