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1. FastKMeansClassifier FastKMeansClassifier Public

   A highly scalable, GPU-accelerated multi-prototype Soft K-Means classifier built on PyTorch. Engineered for massive datasets, extreme sparsity (e.g., TF-IDF NLP embeddings), and tens of thousands o…

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2. TreeMemoryPredictor TreeMemoryPredictor Public

   TreeMemoryPredictor (TMP): Real-time sequence prediction engine built on Dynamic Suffix Tries. Implements Context Mixing and Entropy Scaling to capture variable-order dependencies without neural ne…

   Jupyter Notebook