decile-team / submodlibLinks
Summarize Massive Datasets using Submodular Optimization
☆113Updated 4 months ago
Alternatives and similar repositories for submodlib
Users that are interested in submodlib are comparing it to the libraries listed below
Sorting:
- Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratc…☆151Updated 2 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆224Updated last year
- ☆62Updated 3 years ago
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆53Updated 2 years ago
- A fast, effective data attribution method for neural networks in PyTorch☆218Updated 10 months ago
- slideslive slides downloading script☆128Updated last week
- Differentiable Sorting Networks☆117Updated 2 years ago
- ☆37Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆108Updated last year
- ☆62Updated 4 years ago
- Official Pytorch's implementation of RotoGrad☆80Updated 2 years ago
- Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)☆123Updated 2 years ago
- ☆65Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆83Updated last year
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆59Updated 3 years ago
- ☆109Updated 2 years ago
- ☆50Updated 2 years ago
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Optimal Transport Dataset Distance☆170Updated 3 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆83Updated 3 months ago
- Code for the paper: "Tensor Programs II: Neural Tangent Kernel for Any Architecture"☆104Updated 5 years ago
- A curated list of programmatic weak supervision papers and resources☆190Updated 2 years ago
- This repository holds code and other relevant files for the NeurIPS 2022 tutorial: Foundational Robustness of Foundation Models.☆72Updated 2 years ago
- A supplementary code for Editable Neural Networks, an ICLR 2020 submission.☆46Updated 5 years ago
- A simple PyTorch implementation of influence functions.☆91Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆87Updated 2 years ago
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated 2 years ago