{"library":"tensorflow-datasets","type":"library","category":null,"description":"TensorFlow Datasets (TFDS) is a library that provides a comprehensive collection of ready-to-use datasets for machine learning frameworks like TensorFlow, JAX, and PyTorch. It handles the complexities of downloading, preparing, and constructing data into `tf.data.Dataset` or `np.array` objects in a deterministic manner, enabling easy-to-use and high-performance input pipelines. The library maintains an active release cadence, with stable versions typically released every few months, alongside daily nightly builds.","language":"python","status":"active","version":"4.9.9","tags":["tensorflow","datasets","machine-learning","data-processing","jax","pytorch"],"last_verified":"Thu May 21","install":[{"cmd":"pip install tensorflow-datasets","imports":["import tensorflow_datasets as tfds","import tensorflow as tf"]},{"cmd":"pip install tfds-nightly","imports":[]}],"homepage":"https://www.tensorflow.org/datasets","github":"https://github.com/tensorflow/datasets","docs":null,"changelog":null,"pypi":"https://pypi.org/project/tensorflow-datasets/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":11.1,"avg_import_s":1.77,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/tensorflow-datasets/compatibility"}}