deep learning research

Axion Deep Labs is an independent R&D company that publishes original research in machine learning, quantum computing, and topology, then builds it into products and licensed IP. It runs experimental programs in deep learning theory, including continual learning, topological data analysis, information capacity, and loss landscape geometry, with reproducible, open-source methodology.

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ClearML experiment managementopen source software developmentPyTorch model trainingquantum computing researchreproducible experimentsRipser/scikit-tda topological computationtopological data analysis