bwengals / pymcLinks
Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.
☆9Updated 5 months ago
Alternatives and similar repositories for pymc
Users that are interested in pymc are comparing it to the libraries listed below
Sorting:
- Short course on nonparametric inference in auditing and litigation, XXIX Foro Internacional de Estadistica, Puebla, MX☆15Updated 8 years ago
- PyDataLondonTutorial☆26Updated 9 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 7 years ago
- Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.☆105Updated 6 years ago
- A Bayesian testing framework written in Python.☆94Updated 10 years ago
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- ☆30Updated 7 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆46Updated 4 years ago
- Doing Bayesian statistics in Python!☆67Updated 7 years ago
- Repository for thuijskens.github.io☆11Updated 2 years ago
- Tutorial on interpreting and understanding machine learning models☆69Updated 6 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆25Updated 5 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Python solver for mixed-effects models☆97Updated 2 months ago
- ☆80Updated 8 years ago
- bayesian bootstrapping in python☆121Updated 3 years ago
- Slides and materials for most of my talks by year☆92Updated last year
- ☆41Updated 10 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 5 years ago
- ☆90Updated 4 years ago
- Presented at Scipy Conference 2019☆127Updated 5 years ago
- Material and slides for Boston NLP meetup May 23rd 2016☆17Updated 9 years ago
- Python implementation of R package breakDown☆43Updated 2 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆127Updated 9 years ago
- Particle Gibbs for Bayesian Additive Regression Trees☆33Updated 10 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 7 years ago
- Common post-estimation tasks for scikit-learn☆17Updated 8 years ago
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Updated 9 years ago
- My Jupyter notebook server☆19Updated 3 years ago
- Bayesian statistics seminars☆30Updated 8 years ago