BayesianMethods.jl
My take on learn about Probabilistic Programming with Turing.jl by implementing the book Probabilistic Programming & Bayesian Methods for Hackers.
Usage
Recommended: Install the vscode Remote - Containers plugin and load the devcontainer.
Alternatively install julia locally, activate and instantia the BayesianMethods environment.
Debug in vscode
The vscode julia debugger crashes when loading the native OpenGL functions. Enabling the Compiled Mode as described here seems to be a workaround.
IJupyter
Based on Jupyter, IJupyter can be used for explorative coding. To use IJupyter, you have two choices:
- Create a .ipynb file and open it in vscode. The Jupyter extension will automatically launch the Jupyter server.
- Launch
jupyter lab --allow-rootfrom an integrated terminal. Hold Alt + Click the link to open the notebook.