bwengals / pymc
Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.
☆9Updated 3 months ago
Related projects: ⓘ
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- PyDataLondonTutorial☆26Updated 8 years ago
- Common post-estimation tasks for scikit-learn☆17Updated 7 years ago
- ☆30Updated 6 years ago
- My Jupyter notebook server☆19Updated 2 years ago
- Short introduction to Bayesian statistical modelling with PyMC3☆18Updated 4 years ago
- A Bayesian testing framework written in Python.☆95Updated 9 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆23Updated 7 years ago
- Material and slides for Boston NLP meetup May 23rd 2016☆17Updated 8 years ago
- Short course on nonparametric inference in auditing and litigation, XXIX Foro Internacional de Estadistica, Puebla, MX☆15Updated 7 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆24Updated 6 years ago
- ☆15Updated last year
- ☆32Updated 7 years ago
- Kaggle competition results☆20Updated 5 years ago
- Repository for thuijskens.github.io☆11Updated last year
- These are the IPython notebook files for the CSC 432 Spring '13 course.☆23Updated 9 years ago
- Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"☆18Updated last year
- Materials for my talk at PyData Chicago 2016☆20Updated 7 years ago
- Repo for PyData 2019 Tutorial - New Trends in Estimation and Inference☆26Updated 4 years ago
- repo for my ODSC West 2017 Talk: "Livecoding Madness: Let's Build a Deep Learning Library"☆12Updated 6 years ago
- A Tour of Time Series Analysis☆23Updated 8 years ago
- Tutorial on multilevel modeling, using Gelman radon example☆55Updated 9 years ago
- a supplemental library for machine learning that incorporates various conveniences and functionalities either missing or not presently co…☆9Updated 6 years ago
- Python data analysis course for 2017 NGCM Summer Academy☆19Updated 7 years ago
- Jupyter Notebook for PyData DC 2016 on "Making Your Code Faster: Cython and parallel processing in the Jupyter Notebook"☆12Updated 7 years ago
- Personal blog raw files.☆23Updated last year
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Updated 8 years ago
- Reproducing plots of Bayesian Data Analysis (Gelman et al, 3rd Edition) in Python☆45Updated 9 years ago
- Computational Statistics II Tutorial at SciPy 2015☆47Updated 9 years ago