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1. L_inf-dist-net L_inf-dist-net Public

   [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.

   Python 41 7

2. SortNet SortNet Public

   [NeurIPS 2022] A novel 1-Lipschitz network that can be efficiently trained to achieve certified L-infinity robustness for free!

   Cuda 30 3

3. L_inf-dist-net-v2 L_inf-dist-net-v2 Public

   [ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies

   Cuda 22 4

4. clipping-algorithms clipping-algorithms Public

   Code for the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algorithms for neural network training in CV and NLP.

   Python 8 4

5. guyuntian/CoT_benchmark guyuntian/CoT_benchmark Public

   Code for "Towards Revealing the Mystery behind Chain of Thought: a Theoretical Perspective"

   Python 18 2

6. subgraph23/SWL subgraph23/SWL Public

   [ICML 2023] Subgraph GNNs with best expressive power

   Python 11