Statistical Rethinking with PyTorch and Pyro
☆167May 4, 2025Updated 10 months ago
Alternatives and similar repositories for rethinking-pyro
Users that are interested in rethinking-pyro are comparing it to the libraries listed below
Sorting:
- Statistical Rethinking (2nd ed.) with NumPyro☆468May 4, 2025Updated 10 months ago
- Bayesian Regression Models in Pyro☆74Jul 25, 2024Updated last year
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,612Feb 28, 2026Updated last week
- Functional tensors for probabilistic programming☆245Aug 31, 2023Updated 2 years ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆326Oct 2, 2020Updated 5 years ago
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆275Jan 19, 2022Updated 4 years ago
- A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch☆392May 8, 2024Updated last year
- Agent models implemented with Pyro☆11Jul 11, 2023Updated 2 years ago
- Learn Pyro through the M5 forecasting competition☆86Apr 7, 2020Updated 5 years ago
- Tips and tricks for flow and movement mapping☆14Oct 14, 2021Updated 4 years ago
- pymc-learn: Practical probabilistic machine learning in Python☆232Jan 24, 2021Updated 5 years ago
- homework problems from the 2nd edition of Statistical Rethinking by Richard McElreath worked in R-INLA☆25Jun 29, 2021Updated 4 years ago
- PyTorch Flexible Hash Embeddings☆28Feb 4, 2020Updated 6 years ago
- Exploratory analysis of Bayesian models with Python☆1,787Updated this week
- Straightforward R wrapper for the PROJ library (>=6)☆16Feb 24, 2026Updated last week
- PyData San Luis 2017 Tutorial: An Introduction to Gaussian Processes in PyMC3☆15Nov 16, 2017Updated 8 years ago
- A user-centered Python package for differentiable probabilistic inference☆203Sep 17, 2020Updated 5 years ago
- Course notes for Computational Statistics and Statistical Compuing☆62Apr 17, 2019Updated 6 years ago
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 5 years ago
- Gaussian-Processes Surrogate Optimisation in python☆18May 18, 2021Updated 4 years ago
- Deep universal probabilistic programming with Python and PyTorch☆8,983Jul 9, 2025Updated 7 months ago
- Repository of models in Pyro☆30Jul 25, 2024Updated last year
- Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://atsa-es.github.io/atsa-labs/☆22Dec 7, 2021Updated 4 years ago
- Just a little MCMC☆235Jun 25, 2024Updated last year
- A collection of Bayesian data analysis recipes using PyMC3☆561Oct 9, 2023Updated 2 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆51Sep 3, 2021Updated 4 years ago
- Repository includes resources used in GEOG 4GA3 Applied Spatial Statistics☆23Mar 11, 2021Updated 4 years ago
- Bayesian optimization of discrete sequences☆21Mar 27, 2022Updated 3 years ago
- Source code for our paper "Joint Policy-Value Learning for Recommendation" published at KDD 2020.☆23Jul 6, 2023Updated 2 years ago
- MATLAB code for simulating the extraction of espresso style coffee☆10Jan 15, 2019Updated 7 years ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆177Aug 10, 2022Updated 3 years ago
- Bayesian Data Analysis course at Aalto☆2,256Jan 8, 2026Updated last month
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆148Aug 2, 2024Updated last year
- Source files for the book "Bayesian Workflow Using Stan"☆97Oct 23, 2021Updated 4 years ago
- Statistical Rethinking course in pymc3☆144May 24, 2020Updated 5 years ago
- Source code repository for the AISTAT 2023 paper Transport Reversible Jump Proposals.☆10Mar 3, 2023Updated 3 years ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆792Dec 1, 2025Updated 3 months ago
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,020May 24, 2020Updated 5 years ago
- fastai V2 implementation of Timeseries classification papers.☆243Oct 20, 2022Updated 3 years ago