pollsposition / models
Forecasting π«π· elections with Bayesian statistics π₯³
β41Updated 2 years ago
Related projects β
Alternatives and complementary repositories for models
- Bayesian Conjugate Models in Pythonβ25Updated this week
- Educational resourcesβ100Updated 3 years ago
- Exploring and eliciting probability distributionsβ93Updated this week
- β88Updated this week
- πͺ Bayesian Hierarchical Models at Scaleβ51Updated 3 years ago
- β58Updated 2 weeks ago
- Easily combine predictions from multiple Bayesian models using techniques including (pseudo) Bayesian model averaging, hierarchical stackβ¦β26Updated 2 weeks ago
- β83Updated this week
- Python implementation of plot from Kay, Kola, Hullman, Munson "When (ish) is My Bus?" (2016)β19Updated 4 years ago
- A system for Bayesian estimation of state space models using PyMCβ32Updated last year
- Fast Bayesian A/B and Multivariate testing.β36Updated last year
- The PyMC-Labs default project starterβ18Updated 3 weeks ago
- A collection of tools for working with DSGE models in python, inspired by the R package gEconβ24Updated this week
- Hidden Markov models in PyMC3β97Updated 8 months ago
- Formulas for mixed-effects models in Pythonβ56Updated 2 months ago
- In which I play with the ideas surrounding causalityβ50Updated 2 years ago
- β18Updated last year
- Website: Data Umbrella & PyMC open source sessionsβ27Updated 5 months ago
- Gaussian Process Model Building Interfaceβ48Updated 2 weeks ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakrβ46Updated 9 months ago
- Tool for exploring probability distributions.β24Updated 7 months ago
- MetaLearners for CATE estimationβ34Updated 2 weeks ago
- Presentation materials for PyMC Statespaceβ14Updated 2 months ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".β24Updated 5 months ago
- Kullback-Leibler projections for Bayesian model selection in Pythonβ30Updated 4 months ago
- Unstructured Code with interesting analysisβ35Updated last month
- Repository with code, notebook and slides for my talk at PyConDE & PyData Berlin 2019β36Updated last year
- Data for and description of the ACIC 2023 data competitionβ32Updated last year
- A multiverse of Prophet models for timeseriesβ33Updated this week