Summarize Massive Datasets using Submodular Optimization
☆129May 14, 2025Updated last year
Alternatives and similar repositories for submodlib
Users that are interested in submodlib are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Efficiently search and mine for specific (targeted) classes/slices in your dataset to improve model performance and personalize your mode…☆20Nov 17, 2023Updated 2 years ago
- DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.☆156Feb 5, 2023Updated 3 years ago
- A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, Ad…☆54Feb 26, 2022Updated 4 years ago
- SPEAR: Programmatically label and build training data quickly.☆110Jun 27, 2024Updated last year
- Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using co…☆348May 24, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- (IJCAI 2019) Submodular Batch Selection for Training Deep Neural Networks☆21Nov 22, 2022Updated 3 years ago
- [ECCV 2022] "TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information" by…☆10Sep 21, 2022Updated 3 years ago
- Data-efficient Training of Machine Learning Models☆72Dec 7, 2020Updated 5 years ago
- CS 7301: Spring 2021 Course on Advanced Topics in Optimization in Machine Learning☆182Apr 16, 2021Updated 5 years ago
- Planning through backpropagation using TensorFlow.☆16Oct 29, 2020Updated 5 years ago
- An implementation of "Subspace Representations for Soft Set Operations and Sentence Similarities" (NAACL 2024)☆10May 31, 2024Updated last year
- An Easy Annotation Tool for Natural Language Processing☆11May 17, 2024Updated 2 years ago
- Submodular Subset Selection for Active Domain Adaptation (ICCV 2021)☆16Feb 16, 2023Updated 3 years ago
- Code for ICLR 2019 Paper, "MAX-MIG: AN INFORMATION THEORETIC APPROACH FOR JOINT LEARNING FROM CROWDS"☆25Jun 6, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for embedding and retrieval research.☆16Oct 24, 2023Updated 2 years ago
- We investigated corruption robustness across different architectures including Convolutional Neural Networks, Vision Transformers, and th…☆16Oct 28, 2021Updated 4 years ago
- Towards Visual Explanations for Convolutional Neural Networks via Input Resampling☆13Aug 16, 2017Updated 8 years ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆42Jul 14, 2024Updated last year
- Code for computing Hypergraph Co-Optimal Transport distances☆17Jan 19, 2023Updated 3 years ago
- ☆12Oct 14, 2018Updated 7 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Dec 8, 2022Updated 3 years ago
- [ACL2024 Findings]DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling☆17Jun 6, 2024Updated last year
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dependency Parsing as Sequence Labeling with Python3+ and PyTorch1+ and MTL☆10Nov 21, 2019Updated 6 years ago
- CSS-LM: Contrastive Semi-supervised Fine-tuning of Pre-trained Language Models