Shannon Entropy Python Packages

arithmetic-compressor

Arithmetic coding library with statistical models like PPM and Context mixing (demonstrating core principles of probabilistic inference, ensemble learning in AI)

etherealogic-aetheriaforge

Databricks-native intelligent data transformation engine — coherence-scored Bronze/Silver/Gold with entity resolution and temporal reconciliation in a single deployable product.

ego-optimizer

Entropy-Guided Optimization (EGO): An Adaptive Evolutionary Algorithm

entropy-calculator

Calculate entropy