Data-efficient Training of Machine Learning Models
☆72Dec 7, 2020Updated 5 years ago
Alternatives and similar repositories for craig
Users that are interested in craig are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- ☆10Jun 12, 2021Updated 4 years ago
- A repo based on XiLin Li's PSGD repo that extends some of the experiments.☆14Oct 7, 2024Updated last year
- Metrics for "Beyond neural scaling laws: beating power law scaling via data pruning " (NeurIPS 2022 Outstanding Paper Award)☆58Apr 24, 2023Updated 3 years ago
- ☆44Oct 13, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for coreset selection methods☆254Feb 27, 2023Updated 3 years ago
- Summarize Massive Datasets using Submodular Optimization☆129May 14, 2025Updated last year
- Code for the NeurIPS 2021 paper "Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networkst"☆14Sep 12, 2022Updated 3 years ago
- ☆11Dec 20, 2020Updated 5 years ago
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Nov 26, 2018Updated 7 years ago
- ☆11Feb 28, 2024Updated 2 years ago
- ☆42Sep 21, 2023Updated 2 years ago
- Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach☆279Oct 23, 2018Updated 7 years ago
- Repo for storing and tracking my self-study progress in Machine Learning☆12Oct 25, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Towards Efficient Shapley Value Estimation via Cross-contribution Maximization☆14Jul 8, 2022Updated 3 years ago
- [CVPR 2025] Official Repository of the paper "On the Consistency of Video Large Language Models in Temporal Comprehension"☆16Oct 13, 2025Updated 7 months ago
- ☆97Jan 14, 2021Updated 5 years ago
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Jul 14, 2020Updated 5 years ago
- code for kdd feasibiiity☆12Jul 17, 2023Updated 2 years ago
- Implementation of Centered Kernel Alignment (CKA)☆10Apr 7, 2021Updated 5 years ago
- implementation of https://arxiv.org/pdf/2312.09299☆21Jul 3, 2024Updated last year
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆17Dec 4, 2022Updated 3 years ago
- ☆14Mar 6, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- The official implementation of AAAI'24 paper: Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.☆15Jan 29, 2024Updated 2 years ago
- ☆11Sep 6, 2024Updated last year
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆45Sep 22, 2023Updated 2 years ago
- ☆19Jul 10, 2023Updated 2 years ago
- Official Code for MIMETIC^2☆13Nov 19, 2024Updated last year
- Findings of EMNLP 2023: InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspe…☆14Aug 13, 2024Updated last year
- Bayesian Coresets Construction with Accelerated Iterative Hard Thresholding (A-IHT).☆14Apr 8, 2021Updated 5 years ago
- Analysis of evidential models☆15Jun 22, 2023Updated 2 years ago
- A C++ implementation of Walker's Alias Method for quickly sampling from an array with a given probability distribution☆10Mar 16, 2016Updated 10 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆11Mar 4, 2021Updated 5 years ago
- Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN☆12Sep 22, 2023Updated 2 years ago
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago
- OHEM_loss pytorch code☆10Dec 19, 2019Updated 6 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- ☆14Jun 22, 2025Updated 11 months ago
- Train to 94% on CIFAR-10 in 4.4 seconds on a single A100☆12Dec 30, 2023Updated 2 years ago