{"library":"numpy-groupies","type":"library","category":null,"description":"Numpy-groupies is a Python library offering optimized tools for group-indexing operations, most notably the `aggregate` function. It provides a highly performant and lightweight alternative to operations like `pandas.groupby` for specific use cases, with implementations leveraging plain NumPy, Numba, and sometimes Weave for speed. The current version is 0.11.3, and it receives active maintenance and updates.","language":"python","status":"active","version":"0.11.3","tags":["numpy","grouping","aggregation","performance","data processing","numba"],"install":[{"cmd":"pip install numpy-groupies","imports":["from numpy_groupies import aggregate"]}],"homepage":null,"github":"https://github.com/ml31415/numpy-groupies","docs":null,"changelog":null,"pypi":"https://pypi.org/project/numpy-groupies/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":3.6,"avg_import_s":0.27,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/numpy-groupies/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}