Data-efficient Training of Machine Learning Models
☆71Dec 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:
- Towards Sustainable Learning: Coresets for Data-efficient Deep Learning☆13Jul 5, 2023Updated 2 years ago
- [NeurIPS 2020] Coresets for Robust Training of Neural Networks against Noisy Labels☆36May 2, 2021Updated 4 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 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆44Oct 13, 2023Updated 2 years ago
- Code for coreset selection methods☆252Feb 27, 2023Updated 3 years ago
- ☆19Jul 1, 2015Updated 10 years ago
- Code for the NeurIPS 2021 paper "Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networkst"☆14Sep 12, 2022Updated 3 years ago
- Path-SGD: Path-Normalized Optimization in Deep Neural Networks☆19Nov 26, 2018Updated 7 years ago
- A GitHub Action to run pyright☆12Dec 5, 2024Updated last year
- ☆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
- Source code for the Joint Shapley values: a measure of joint feature importance☆12Sep 14, 2021Updated 4 years ago
- 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.
- Repo for storing and tracking my self-study progress in Machine Learning☆12Oct 25, 2021Updated 4 years ago
- [CVPR 2025] Official Repository of the paper "On the Consistency of Video Large Language Models in Temporal Comprehension"☆16Oct 13, 2025Updated 5 months ago
- ☆97Jan 14, 2021Updated 5 years ago
- Automatic Recall Machines: Internal Replay, Continual Learning and the Brain☆11Jul 14, 2020Updated 5 years ago
- Implementation of Centered Kernel Alignment (CKA)☆10Apr 7, 2021Updated 4 years ago
- Metal Surface Defect for Few-shot Classification Using Graph Embedding and Optimal Transport(IEEE TIM)☆16Dec 4, 2022Updated 3 years ago
- ☆19Jul 10, 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
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A library of hashing methods for ANN (Approximate Nearest Neighbor) search.☆14Mar 24, 2017Updated 9 years ago
- Coresets via Bilevel Optimization☆68Nov 2, 2020Updated 5 years ago
- ☆13Apr 25, 2024Updated last year
- Code for "Nearest Neighbor Classifier Embedded Network for Active Learning", AAAI 2021☆10Feb 3, 2021Updated 5 years ago
- The open source implementation of the multi grouped query attention by the paper "GQA: Training Generalized Multi-Query Transformer Model…☆15Dec 11, 2023Updated 2 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- ☆13Jun 22, 2025Updated 9 months ago
- Official implementation: Large Language Models are Interpretable Learners - Google☆13Jun 29, 2024Updated last year
- Train to 94% on CIFAR-10 in 4.4 seconds on a single A100☆12Dec 30, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Train a SmolLM-style llm on fineweb-edu in JAX/Flax with an assortment of optimizers.☆19Jul 24, 2025Updated 8 months ago
- Maximal Update Parametrization (μP) with Flax & Optax.☆16Dec 27, 2023Updated 2 years ago
- ☆13Jan 15, 2021Updated 5 years ago
- ☆113Jun 20, 2023Updated 2 years ago
- ☆42Jul 25, 2018Updated 7 years ago
- Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.☆13Dec 14, 2021Updated 4 years ago
- [ICLR 2021] "Learning a Minimax Optimizer: A Pilot Study" by Jiayi Shen*, Xiaohan Chen*, Howard Heaton*, Tianlong Chen, Jialin Liu, Wotao…☆15Dec 30, 2021Updated 4 years ago