I built a real-time intrusion detection system that captures live network traffic using Go, processes and aggregates per-IP behavior, and applies a machine learning model in Python to detect anomalies ...

I built the immutable collections Python was missing. Python's immutable types (tuple, frozenset) are hashable but offer no efficient way to modify-and-return-new. Mutable containers (list, dict) are ...

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