Jupyter Notebooks

Available Notebooks

The examples/notebooks/ directory contains interactive Jupyter notebooks for exploring the CMA model:

Notebook	Description
`cma-model-modular-demos.ipynb`	Comprehensive modular demo of all CMA model components
`cma-model-tuning.ipynb`	Parameter tuning and optimization walkthrough
`visualize-generated-scenarios.ipynb`	Visualize LLM-generated scenario outputs
`visualize-cma-parameter-grid.ipynb`	Explore precomputed parameter grids
`kaggle-brist1d-fit-model-example.ipynb`	Fit the CMA model to Kaggle BrisT1D dataset
`plot-raw-glucose-data.ipynb`	Visualize raw CGM data from various sources

Running Notebooks

# Install Jupyter kernel
uv sync --group dev

# Launch Jupyter
uv run jupyter lab

# Or open a specific notebook
uv run jupyter lab examples/notebooks/cma-model-modular-demos.ipynb

Rendered HTML Versions

Pre-rendered HTML versions of select notebooks are available for quick viewing:

Code Samples

The examples/code_samples/ directory contains standalone Python scripts:

Script	Description
`ollama_tool_calling_with_streaming.py`	Ollama tool calling with streaming responses
`fastapi_auth_oauth2_scopes.py`	FastAPI OAuth2 authentication with scopes
`sqladmin_authlib_auth_backend.py`	SQLAdmin with Authlib authentication
`sqladmin_basic_auth_backend.py`	SQLAdmin with basic authentication
`sqladmin_sso_auth_backend.py`	SQLAdmin with SSO authentication

Audio Processing

Experimental notebook for converting numerical arrays to audio tracks:

examples/code_samples/audio/
├── Numerical_Array_to_Audio_Track.ipynb
└── audacity_pipe_example.py