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  1. DSA DSA Public

    Disk Sparse Adam (DSA). An Out-of-Core Sparse Adam optimizer for PyTorch, designed to train Large-Scale Graph Neural Networks (GNNs) and Knowledge Graph Embeddings (KGE) on consumer-grade GPUs.

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    Non-commutative structural analysis of discrete sequences using fr-codes and Magnus algebras. Detects structural changes in time series, code, text, and logs through truncated factor dimensions of …

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