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1. Trustworthy-ML-Lab/Label-free-CBM Trustworthy-ML-Lab/Label-free-CBM Public

   A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data

   Jupyter Notebook 79 14

2. train_mnist_fast train_mnist_fast Public

   How to train a CNN to 99% accuracy on MNIST in less than a second on a laptop

   Jupyter Notebook 57 12

3. Trustworthy-ML-Lab/CLIP-dissect Trustworthy-ML-Lab/CLIP-dissect Public

   An automatic and efficient tool to describe functionalities of individual neurons in DNNs

   Jupyter Notebook 38 13

4. radial_rl_v2 radial_rl_v2 Public

   This repository contains the official code for our NeurIPS 2021 publication "Robust Deep Reinforcement Learning through Adversarial Loss​"

   Python 27 6

5. Trustworthy-ML-Lab/Linear-Explanations Trustworthy-ML-Lab/Linear-Explanations Public

   Jupyter Notebook 7

6. Trustworthy-ML-Lab/Efficient-LLM-automated-interpretability Trustworthy-ML-Lab/Efficient-LLM-automated-interpretability Public

   Python 1