introducing-prunedtree-machine-learning.hashnode.devIntroducing packetpy: A Pure-Python Packet Sniffer for Windows 🐍Sniffing network packets in Python has always been tricky — especially on Windows, where raw sockets behave differently than Linux or macOS. I faced this challenge while trying to capture packets on specific ports, parse them, and analyze their paylo...Oct 22, 2025·3 min read
introducing-prunedtree-machine-learning.hashnode.devIntroducing PrunedTree: Smarter Decision Trees with Automatic Depth PruningMotivation: Decision Trees are a popular choice in machine learning due to their interpretability and ease of use. However, they often suffer from a major issue: overfitting.Most practitioners/Data scientists manually tune the max_depth hyperparamete...Jul 31, 2025·2 min read