PKU-ML

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1. TMLlib TMLlib Public

   A Trustworthy Machine Learning Algorithm Library

   Python 12

2. ISSLLib ISSLLib Public

   An Interpretable Self-Supervised Learning Library.

   Python 4

3. LongPPL LongPPL Public

   Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"

   Python 118 11

4. non_neg non_neg Public

   Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning

   Python 48 8

5. adainf adainf Public

   Official code for ICLR 2024 paper "Do Generated Data Always Help Contrastive Learning?"

   Python 31 1

6. ContraNorm ContraNorm Public

   Official code for ICLR 2023 paper "ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond "

   Python 35 5