A collection of small, unrelated jupyter notebooks and markdown files for playing around with various concepts.

Included notebooks:

• congruences_notebook.ipynb - Linear congruences random number generation
• lorenz_system.ipynb - Exploration of the Lorenz system and other chaos-related concepts
• red noise.ipynb - Plotting red noise and comparing it to white noise
• symplectic_integration.ipynb - Comparison of symplectic and non-symplectic integrators for physics simulations
• superdense_coding_proof.MD - A case-by-case analysis / proof of correctness of the superdense coding quantum protocol
• network-traffic-classification-attack-detection.ipynb - Training (and interpreting using SHAP) a LightGBM model on the UNSW_NB15 network traffic dataset
• elgamal_signature.ipynb - A simple, naive implementation of the ElGamal digital signature scheme