pymc-devs / pymc4Links
(Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
☆712Updated 3 years ago
Alternatives and similar repositories for pymc4
Users that are interested in pymc4 are comparing it to the libraries listed below
Sorting:
- PyStan, the Python interface to Stan☆928Updated 4 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,172Updated 2 weeks ago
- pymc-learn: Practical probabilistic machine learning in Python☆230Updated 4 years ago
- PyStan, a Python interface to Stan, a platform for statistical modeling. Documentation: https://pystan.readthedocs.io☆354Updated 11 months ago
- Statistical Rethinking (2nd ed.) with NumPyro☆460Updated last month
- A collection of Bayesian data analysis recipes using PyMC3☆560Updated last year
- Render probabilistic graphical models using matplotlib☆680Updated this week
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆856Updated 5 years ago
- Examples of PyMC models, including a library of Jupyter notebooks.☆334Updated last week
- ☆240Updated 7 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆903Updated 3 years ago
- Exploratory analysis of Bayesian models with Python☆1,700Updated last month
- How to do Bayesian statistical modelling using numpy and PyMC3☆667Updated 2 years ago
- Bayesian Analysis with Python (Second Edition)☆666Updated last year
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,477Updated 3 weeks ago
- Describing statistical models in Python using symbolic formulas☆970Updated last week
- ELFI - Engine for Likelihood-Free Inference☆276Updated last month
- Statistical Rethinking (2nd Ed) with Tensorflow Probability☆272Updated 3 years ago
- Gaussian processes in TensorFlow☆1,877Updated last month
- Time should be taken seer-iously☆316Updated 2 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆682Updated 3 years ago
- ☆231Updated 3 years ago
- Bayesian Data Analysis demos for Python☆1,017Updated last year
- Gaussian Process Optimization using GPy☆944Updated 2 years ago
- [HELP REQUESTED] Generalized Additive Models in Python☆898Updated last year
- Bayesian Python: Bayesian inference tools for Python☆697Updated 8 months ago
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Updated last year
- my blog☆268Updated 3 years ago
- ☆158Updated 2 years ago