Pymc experiments

Various experiments using the python pymc3 library for Bayesian learning.

Quick start

Installing uv

The Python project manager selected is uv. You can install it following the instructions in the documentation. To install the project dependencies, run the following command:

uv sync

Example Notebook

In the notebooks/first_pymc_example.ipynb file, you can find an implementation of the official PyMC linear regression tutorial. You can refer to the tutorial for more details.

Project management

uv is a project manager that works in a similar way to poetry. For instance, you can add or delete a dependence with the following commands:

uv add <package>
uv remove <package>

And then, the package <package> will be added or removed from the pyproject.toml file. For further information, you can check the documentation.