kidaufo / StatisticalModelingLinks
Statistical modeling and Bayesian modeling by PyMC3, Stan and TensorFlow Probability
☆23Updated 6 years ago
Alternatives and similar repositories for StatisticalModeling
Users that are interested in StatisticalModeling are comparing it to the libraries listed below
Sorting:
- Repository containing the code of the projects presented in my personal website.☆45Updated this week
- Machine Learning models using a Bayesian approach and often PyMC3☆25Updated 4 years ago
- Unstructured Code with interesting analysis☆36Updated last year
- 🪜 Bayesian Hierarchical Models at Scale☆51Updated 4 years ago
- ☆25Updated 3 months ago
- causal-falsify: A Python library with algorithms for falsifying unconfoundedness assumption in a composite dataset from multiple sources.☆36Updated last month
- My collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable an…☆32Updated 3 years ago
- bayes-toolbox☆93Updated 6 months ago
- sktime - python toolbox for time series: pipelines and transformers☆25Updated 3 years ago
- Educational resources☆105Updated 4 years ago
- Comparing different performance estimation methods for time series forecasting tasks☆39Updated 8 months ago
- Resources for some of our education content☆46Updated 4 months ago
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆97Updated last year
- Generalized additive models in Python with a Bayesian twist☆78Updated 4 months ago
- WIP predicted survival functions☆38Updated 6 years ago
- A Python package with explanation methods for extraction of feature interactions from predictive models☆33Updated 2 years ago
- An interpretable kNN based on aggregating the predictions of multiple 2d spaces.☆13Updated last year
- Learn Pyro through the M5 forecasting competition☆86Updated 5 years ago
- ☆42Updated 3 years ago
- Bayesian time series forecasting and decision analysis☆120Updated 2 years ago
- Python package for Wald's sequential probability ratio test☆47Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- Friday Forecasting Talks materials☆11Updated last year
- In which I play with the ideas surrounding causality☆54Updated 3 years ago
- Code for blog posts.☆20Updated 2 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 4 years ago
- A Python library that implements scoring utilities, analysis strategies, and visualization methods which can serve uplift modeling use-ca…☆24Updated 2 years ago
- An extension of CatBoost to probabilistic modelling☆148Updated 2 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆52Updated 4 years ago
- PyData London 2022 Tutorial☆69Updated 3 years ago