data-centric-ai
pytorch-lightning
Our great sponsors
| data-centric-ai | pytorch-lightning | |
|---|---|---|
| 1 | 1 | |
| 1,068 | 18,249 | |
| 1.5% | - | |
| 0.0 | 9.9 | |
| 5 months ago | almost 2 years ago | |
| TeX | Python | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
data-centric-ai
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[P] Rubrix: Open-source Python framework for NLP data annotation, exploration, and monitoring
In line with initiatives like Data-centric AI (https://https-deeplearning-ai.github.io/data-centric-comp/, https://github.com/HazyResearch/data-centric-ai), we firmly believe that iterating on datasets (finding label errors, dataset slicing, QA, etc.) will become more and more important, and tools for making this easier and involving different roles are needed.
pytorch-lightning
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Introduction to PyTorch
PyTorch Lightning
What are some alternatives?
argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
prometheus-spec - Cryptoeconomically-safe trustless high-load computing on top of Bitcoin
pytorch_geometric - Graph Neural Network Library for PyTorch [Moved to: https://github.com/pyg-team/pytorch_geometric]
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)
data-centric-AI - A curated, but incomplete, list of data-centric AI resources.
breaching - Breaching privacy in federated learning scenarios for vision and text
mlsync - Sync your ML data with your favorite productivity tools!
autoscraper - A Smart, Automatic, Fast and Lightweight Web Scraper for Python
tutorials - PyTorch tutorials.