{"library":"seqio","type":"library","category":null,"description":"SeqIO is a Python library by Google for creating task-based datasets, preprocessing pipelines, and evaluation for sequence models. It integrates deeply with T5, Gin-config, and TensorFlow/JAX/PyTorch backends, providing a flexible framework for machine learning research, particularly in NLP. The current version is 0.0.20, and it's under active development with frequent minor releases.","language":"python","status":"active","version":"0.0.20","tags":["nlp","sequence-models","tensorflow","jax","data-pipeline","t5","machine-learning","google"],"install":[{"cmd":"pip install seqio","imports":["import seqio","from seqio import Task","from seqio import Mixture","from seqio import FunctionDataSource","from seqio import Feature","from seqio import Vocabulary","from seqio import preprocessors","from seqio import get_mixture_or_task"]},{"cmd":"pip install seqio[tf]","imports":[]},{"cmd":"pip install seqio[jax]","imports":[]}],"homepage":null,"github":"http://github.com/google/seqio","docs":null,"changelog":null,"pypi":"https://pypi.org/project/seqio/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":40,"avg_install_s":56.9,"avg_import_s":17.96,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/seqio/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}