twiecki / Bayesian-Modelling-in-Python
A python tutorial on bayesian modeling techniques (PYMC3)
☆20Updated 9 years ago
Alternatives and similar repositories for Bayesian-Modelling-in-Python:
Users that are interested in Bayesian-Modelling-in-Python are comparing it to the libraries listed below
- ☆80Updated 8 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 6 years ago
- Doing Bayesian statistics in Python!☆67Updated 7 years ago
- ☆90Updated 4 years ago
- ☆72Updated 6 years ago
- Computational Statistics II Tutorial at SciPy 2015☆48Updated 9 years ago
- Personal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/pre…☆128Updated 8 years ago
- ☆41Updated 9 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 6 years ago
- ☆30Updated 7 years ago
- Tutorial on multilevel modeling, using Gelman radon example☆56Updated 9 years ago
- Presented at Scipy Conference 2019☆125Updated 5 years ago
- My Jupyter notebook server☆19Updated 3 years ago
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- Material for the statistics in Python tutorial☆43Updated 9 years ago
- PyMC Example Notebooks☆74Updated 11 years ago
- A Primer on Python for Statistical Programming and Data Science☆26Updated 6 years ago
- PyDataLondonTutorial☆26Updated 8 years ago
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Updated 9 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Updated 10 years ago
- Bayesian statistics seminars☆30Updated 8 years ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Updated 8 years ago
- Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"☆19Updated 2 years ago
- ☆15Updated 2 years ago
- Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.☆9Updated 2 months ago
- ☆158Updated 2 years ago
- ☆53Updated 12 years ago
- Bayesian Modeling using Stan in R (May/June 2016)☆54Updated 8 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 5 years ago
- Python solver for mixed-effects models☆98Updated 7 years ago