Who Needs Strava Premium When You Have Python? Build a Strava heatmap using the Python API for custom GPS route visualization. Filter by type and date range for advanced data analysis.
Python Chess: Efficient Move Generation Using Bitwise Operations Python chess move generation using bitwise operations and lookup tables. Covers all piece types, occupancy masks, and special moves including en passant.
How to Use the Strava API with Python – Beginner Tutorial Beginner's guide to the Strava API with Python. Use OAuth2 for authorization and get activity data. Handle access tokens and usage limits.
Image Segmentation With K-Means Clustering Learn K-Means Clustering for Image Segmentation in Python. Achieve colour reduction and optimized performance using NumPy
1-Hot Encoding: The Chess Programmer’s Secret Weapon Maximize chess engine speed with Python Bitboards. Use 1-Hot Encoding and bitwise operations to create an efficient board data structure.
Why We Can’t (Completely) Solve The Travelling Salesman Problem The TSP is NP-Hard due to exponential complexity. Understand the time-accuracy trade-off in finding optimal vs. approximate routes.
Genetic Algorithms: Machine Learning with Darwinian Evolution The Genetic Algorithm uses Darwinian Evolution for machine learning. Learn selection, crossover, and mutation for efficient optimisation.
