HazyResearch / data-centric-aiLinks
Resources for Data Centric AI
☆1,119Updated last year
Alternatives and similar repositories for data-centric-ai
Users that are interested in data-centric-ai are comparing it to the libraries listed below
Sorting:
- Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.☆561Updated last year
- Curated list of open source tooling for data-centric AI on unstructured data.☆718Updated last year
- A platform for managing machine learning experiments☆859Updated last month
- The WeightWatcher tool for predicting the accuracy of Deep Neural Networks☆1,618Updated 3 weeks ago
- Open-Source Software, Tutorials, and Research on Data-Centric AI 🤖☆338Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 2 years ago
- A curated, but incomplete, list of data-centric AI resources.☆1,112Updated last year
- A curated list of programmatic weak supervision papers and resources☆190Updated 2 years ago
- Flexible components pairing 🤗 Transformers with Pytorch Lightning☆610Updated 2 years ago
- A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.☆569Updated last year
- Generic template to bootstrap your PyTorch project.☆646Updated last year
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,355Updated last year
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,658Updated last week
- Enabling easy statistical significance testing for deep neural networks.☆335Updated 11 months ago
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆224Updated last year
- Algorithms for explaining machine learning models☆2,527Updated 2 weeks ago
- 😎 A curated list of awesome practical Metric Learning and its applications☆509Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆867Updated 2 years ago
- ☆470Updated 2 months ago
- OmniXAI: A Library for eXplainable AI☆932Updated 11 months ago
- Version control for machine learning☆1,669Updated 4 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,730Updated 3 weeks ago
- 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…☆334Updated 2 years ago
- Central place for the engineering/scaling WG: documentation, SLURM scripts and logs, compute environment and data.☆1,000Updated 11 months ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆785Updated last year
- The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…☆699Updated last month
- The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflo…☆808Updated 3 years ago
- Robustness Gym is an evaluation toolkit for machine learning.☆440Updated 3 years ago
- Drift Detection for your PyTorch Models☆317Updated 2 years ago
- Behavioral "black-box" testing for recommender systems☆466Updated last year