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Implementing the Mahalanobis Distance in Python
A hands-on Jupyter Notebook implementation of the Mahalanobis distance in Python. Covers theory, multiple implementations (NumPy, JAX, TensorFlow, SciPy), benchmarking on low- and high-dimensional data, visualizations, and its connection to the Chi-square distribution for anomaly detection.
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Building Intelligent Agents for Connect-4: Tree Search Algorithms
Learn how the Alpha-Beta search algorithm optimizes Minimax for Connect-4 by pruning unnecessary branches, improving efficiency, and enabling stronger gameplay strategies.
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DIY IoT: Building a Smart Adapter Plug from Scratch with ESP8266-01 and MQTT
A DIY IoT project using the ESP8266-01 module to build a network-controlled adapter plug from scratch. This project demonstrates how to create connected devices with minimal hardware and effort using Wi-Fi and MQTT.
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Seychelles from Above: A Drone Journey Across Its Most Beautiful Beaches
Discover the Seychelles’ most stunning beaches from a new perspective. From the iconic Anse Source d’Argent on La Digue to the sweeping Anse Intendance on Mahé, these drone shots capture some of the islands’ breathtaking beauty.
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Short Notes: Understanding Euclid’s GCD Algorithm
A concise walkthrough of why Euclid’s Algorithm correctly computes the greatest common divisor (GCD), using basic properties of divisibility and remainders.