pytorch-lightning
data-centric-ai
| pytorch-lightning | data-centric-ai | |
|---|---|---|
| 1 | 1 | |
| 18,249 | 1,070 | |
| - | 1.4% | |
| 9.9 | 0.0 | |
| about 2 years ago | 5 months ago | |
| Python | TeX | |
| Apache License 2.0 | Apache License 2.0 |
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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.
pytorch-lightning
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Introduction to PyTorch
PyTorch Lightning
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.
What are some alternatives?
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
pytorch_geometric - Graph Neural Network Library for PyTorch [Moved to: https://github.com/pyg-team/pytorch_geometric]
prometheus-spec - Cryptoeconomically-safe trustless high-load computing on top of Bitcoin
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
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]
tutorials - PyTorch tutorials.
mlsync - Sync your ML data with your favorite productivity tools!
DikeDataset - Dataset with labeled benign and malicious files 🗃️