huggingface/datasets
🔧 Toolhuggingface
Largest hub of ready-to-use datasets for AI with fast data manipulation tools.
Hugging Face Datasets is an open-source library designed to simplify dataset access and manipulation for machine learning. It hosts over 100,000 datasets on the Hub, providing a unified API to load, process, and iterate over data. Key features include streaming, memory-mapping, and efficient shuffling. Datasets integrates with Apache Arrow for zero-copy reads and supports multi-processing. It also includes slicing, filtering, and mapping functions for quick prototyping. The library is widely used in NLP, computer vision, and audio tasks, enabling reproducible research and easy dataset sharing.
💡Highlights
- ├─100k+ datasets on Hub
- ├─Streaming & memory-mapping
- └─Integration with PyTorch/TF
🎯For
- ├─Researchers
- ├─ML Engineers
- └─Data Scientists
🔗Links
- └─GitHub