poloclub / neuro-cartographyLinks
Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks
☆18Updated 3 years ago
Alternatives and similar repositories for neuro-cartography
Users that are interested in neuro-cartography are comparing it to the libraries listed below
Sorting:
- A comparison of the dimensionality reduction results using t-SNE, UMAP, PCA, and TriMap☆29Updated 3 years ago
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Updated 4 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 5 years ago
- Fine-grained ImageNet annotations☆30Updated 5 years ago
- PyTorch implementation of GLOM☆23Updated 3 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- Colab/Jupyter notebooks based on Lucent.☆23Updated 3 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆36Updated 4 years ago
- ☆31Updated 3 years ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Updated 5 years ago
- Official code for the paper: "Metadata Archaeology"☆19Updated 2 years ago
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆15Updated 4 years ago
- ☆96Updated 3 years ago
- ☆15Updated 3 years ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆53Updated 2 years ago
- Python Tools for Visual Dataset Transformation☆29Updated 4 months ago
- Implementations of growing and pruning in neural networks☆22Updated 2 years ago
- ☆37Updated 3 years ago
- Visual Clustering: Clustering Plotted Data by Image Segmentation☆25Updated 10 months ago
- Implementation of Metaformer, but in an autoregressive manner☆26Updated 3 years ago
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactuals☆30Updated 3 years ago
- notebooks of cool EBM visualizations☆15Updated 4 years ago
- Show ML predictions w/ Streamlit☆12Updated last year
- Parameter-Space Saliency Maps for Explainability☆23Updated 2 years ago
- AutoML Two-Sample Test☆19Updated 3 years ago
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆29Updated last year
- Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding☆73Updated 4 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Updated 3 years ago
- Resources to calculate how to become a carbon neutral lab.☆60Updated 7 years ago
- This code reproduces the results of the paper, "Measuring Data Leakage in Machine-Learning Models with Fisher Information"☆50Updated 4 years ago