{"id":26687,"library":"acvl-utils","title":"acvl-utils","description":"A collection of utility functions and classes for various tasks in deep learning and data processing. Version 0.2.6 is current. Release cadence is irregular.","status":"active","version":"0.2.6","language":"python","source_language":"en","source_url":"https://github.com/MIC-DKFZ/acvl-utils","tags":["utils","deep-learning","data-processing"],"install":[{"cmd":"pip install acvl-utils","lang":"bash","label":"Install via pip"}],"dependencies":[],"imports":[{"wrong":"from acvl_utils import maybe","symbol":"maybe","correct":"from acvl_utils import maybe"}],"quickstart":{"code":"from acvl_utils import maybe\n\n# Example: safely get a value from a dict\nresult = maybe({'key': 'value'}, 'key')\nprint(result)  # 'value'\n\nresult = maybe({'other': 'stuff'}, 'key', default='not found')\nprint(result)  # 'not found'\n","lang":"python","description":"Basic usage of the `maybe` utility to safely access dictionary keys with a default fallback."},"warnings":[{"fix":"Use `import acvl_utils` with underscores.","message":"Import uses underscores in package names: `acvl_utils` not `acvl-utils`.","severity":"gotcha","affected_versions":"all"},{"fix":"Inspect the source code or use `help()` in Python.","message":"Documentation is sparse; rely on source code or docstrings for function usage.","severity":"gotcha","affected_versions":"all"}],"env_vars":null,"search_vec":"'0.2.6':21 'acvl':2 'acvl-util':1 'cadenc':25 'class':10 'collect':5 'current':23 'data':18,33 'data-process':32 'deep':15,30 'deep-learn':29 'function':8 'irregular':27 'learn':16,31 'process':19,34 'releas':24 'task':13 'util':3,7,28 'various':12 'version':20","created_at":"2026-05-01T17:42:23.055302+00:00","updated_at":"2026-05-01T17:42:23.055302+00:00","problems":{"verify_error":"Traceback (most recent call last):\n  File \"<string>\", line 1, in <module>\nImportError: cannot import name 'maybe' from 'acvl_utils' (/tmp/tmpb4ow7bcn/venv/lib/python3.12/site-packages/acvl_utils/__init__.py)"},"ecosystem":"pypi","meta_description":null,"install_score":null,"quickstart_score":null,"quickstart_tag":null,"pypi_latest":null,"cli_name":"","cli_version":null,"type":"library","homepage":null,"github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/acvl-utils/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"categories":["ai-ml","data"],"base_url":null,"auth_type":null,"provenance":{"verified_status":"import_fail","verified_at":"2026-07-03","last_verified":"2026-07-03","next_check":"2026-07-10","install_tag":null}}