datasets

by huggingface · Machine Learning

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

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Machine LearningAI ApplicationPythonMakefile
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About this project

🤗 Datasets is a lightweight library providing two main features: — one-line dataloaders for many public datasets: one-liners to download and pre-process any of the major public datasets (image datasets, audio datasets, text datasets in 467 languages and dialects, 3D medical images, video datasets, agent traces, etc.) provided on the HuggingFace Datasets Hub. With a simple command like squaddataset = loaddataset("rajpurkar/squad"), get any of these datasets ready to use in a dataloader for training/evaluating a ML model (Numpy/Pandas/PyTorch/TensorFlow/JAX/Polars), — efficient data pre-processing: simple, fast and reproducible data pre-processing for the public datasets as well as your own…

Technologies

aiPythonartificial-intelligenceMakefilecomputer-vision

Project health

Actively maintained
Last update4 days ago
Contributors442
Latest release5.0.1
Open issues & PRs1,349
LicenseApache-2.0
On GitHubsince 2020

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