{"library":"seqio-nightly","type":"library","category":null,"description":"SeqIO is a Google-developed Python library for building scalable data pipelines for sequence models, leveraging `tf.data.Dataset`. It simplifies task-based datasets, preprocessing, and evaluation, offering compatibility with frameworks like JAX or PyTorch via NumPy iterators. This `seqio-nightly` package provides the bleeding-edge, actively developed version of the library. It is a refactoring of the `t5.data` library.","language":"python","status":"active","version":"0.0.18.dev20250227","tags":["machine-learning","nlp","tensorflow","data-processing","sequence-models","jax","pytorch"],"install":[{"cmd":"pip install seqio-nightly","imports":["import seqio\nfrom seqio import Task","import seqio\nfrom seqio import Mixture","import seqio\nfrom seqio import FeatureConverter","import seqio\nseqio.get_dataset(...)","from seqio.dataset_providers import FunctionDataSource","from seqio.vocabularies import PassThroughVocabulary","from seqio import preprocessors"]}],"homepage":null,"github":"https://github.com/google/seqio","docs":null,"changelog":null,"pypi":"https://pypi.org/project/seqio-nightly/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":54.8,"avg_import_s":17.84,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/seqio-nightly/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}