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LAMDA-CL/PyCIL

A Python toolbox providing reproducible implementations of 20+ class-incremental learning methods in PyTorch.

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PyCIL is a research toolbox for class-incremental learning, a machine learning paradigm where models must continuously learn from new classes without forgetting previously acquired knowledge. It implements and reproduces over 20 state-of-the-art methods from the literature, providing standardized training pipelines and evaluation protocols. The toolbox targets researchers working on continual, lifelong, and open-world learning scenarios.

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