MadryLab / glm_saga
Minimal, standalone library for solving GLMs in PyTorch
☆24Updated 3 years ago
Alternatives and similar repositories for glm_saga:
Users that are interested in glm_saga are comparing it to the libraries listed below
- ModelDiff: A Framework for Comparing Learning Algorithms☆54Updated last year
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction☆35Updated 2 years ago
- Combating hidden stratification with GEORGE☆62Updated 3 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆31Updated 3 years ago
- ☆36Updated 2 years ago
- ☆35Updated last year
- Active and Sample-Efficient Model Evaluation☆24Updated 3 years ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Updated 4 years ago
- ☆62Updated 3 years ago
- ☆38Updated 3 years ago
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆40Updated 2 years ago
- ☆55Updated 4 years ago
- ☆34Updated 3 years ago
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 2 years ago
- The most parameter efficient machine learning models on a few popular benchmarks☆42Updated 2 years ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆77Updated 10 months ago
- ☆28Updated last year
- SGD with large step sizes learns sparse features [ICML 2023]☆32Updated last year
- ☆98Updated 3 years ago
- Distilling Model Failures as Directions in Latent Space☆46Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆94Updated last year
- Code/figures in Right for the Right Reasons☆55Updated 4 years ago
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆21Updated 2 years ago
- Cyanure: An Open-Source Toolbox for Empirical Risk Minimization☆63Updated 4 months ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆43Updated 6 years ago
- Repo for open sourcing the NAMs.☆25Updated 4 years ago
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆65Updated 9 months ago
- Domain Adaptation☆23Updated 3 years ago
- AutoML Two-Sample Test☆19Updated 2 years ago
- Notebooks for managing NeurIPS 2014 and analysing the NeurIPS experiment.☆11Updated 8 months ago