Statistical Rethinking (2nd Ed) with Tensorflow Probability
☆274Jan 19, 2022Updated 4 years ago
Alternatives and similar repositories for rethinking-tensorflow-probability
Users that are interested in rethinking-tensorflow-probability are comparing it to the libraries listed below
Sorting:
- Statistical Rethinking (2nd ed.) with NumPyro☆468May 4, 2025Updated 9 months ago
- PyMC educational resources☆2,072Dec 23, 2024Updated last year
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,610Feb 22, 2026Updated last week
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,020May 24, 2020Updated 5 years ago
- Statistical Rethinking: A Bayesian Course Using Python and NumPyro☆91Apr 17, 2021Updated 4 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆877Jun 15, 2020Updated 5 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆51Sep 3, 2021Updated 4 years ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,415Updated this week
- Statistical Rethinking with PyTorch and Pyro☆166May 4, 2025Updated 9 months ago
- stan2tfp is a lightweight interface to the TensorFlow Probability backend of the Stan compiler. It provides the necessary objects and fun…☆25Jan 10, 2022Updated 4 years ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆177Aug 10, 2022Updated 3 years ago
- A simple probabilistic programming language.☆710Jan 9, 2026Updated last month
- InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy☆148Aug 2, 2024Updated last year
- Bayesian Data Analysis course at Aalto☆2,256Jan 8, 2026Updated last month
- Statistical Rethinking course and book package☆2,350Feb 9, 2026Updated 3 weeks ago
- Exploratory analysis of Bayesian models with Python☆1,784Updated this week
- ☆81Aug 11, 2023Updated 2 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,244Feb 19, 2026Updated last week
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Mar 20, 2024Updated last year
- Gaussian processes in TensorFlow☆1,901May 29, 2025Updated 9 months ago
- Presented at Scipy Conference 2019☆128Mar 22, 2020Updated 5 years ago
- Hidden Markov models in PyMC3☆96Mar 20, 2024Updated last year
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆689Aug 13, 2021Updated 4 years ago
- Port of Statistical Rethinking (2nd edition) code to Julia☆137May 22, 2022Updated 3 years ago
- Causal Impact of an intervention integrated with control group selection☆10Sep 11, 2022Updated 3 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,017Updated this week
- Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).☆82Mar 14, 2023Updated 2 years ago
- Statistical Rethinking Course Winter 2020/2021☆655Mar 3, 2021Updated 4 years ago
- Statistical Rethinking course winter 2022☆4,102Mar 15, 2022Updated 3 years ago
- 100 Days of Experimenting with TensorFlow Probability☆39Nov 5, 2019Updated 6 years ago
- Database with posteriors of interest for Bayesian inference☆215Feb 13, 2026Updated 2 weeks ago
- PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3☆162Feb 25, 2020Updated 6 years ago
- Taxi fare prediction using tensorflow probability☆15Jul 23, 2019Updated 6 years ago
- Gaussian processes with spherical harmonic features in JAX☆15Aug 24, 2025Updated 6 months ago
- Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.☆11Apr 22, 2020Updated 5 years ago
- Optimization techniques on the financial area for the hedging, investment starategies, and risk measures☆43Apr 6, 2020Updated 5 years ago
- Notebooks about Bayesian methods for machine learning☆1,911Mar 6, 2024Updated last year
- Bayesian Regression Models in Pyro☆74Jul 25, 2024Updated last year
- Julia package with selected functions in the R package `rethinking`. Used in the SR2... projects.☆388Feb 13, 2026Updated 2 weeks ago