{"library":"dask-ml","type":"library","category":null,"description":"A library for distributed and parallel machine learning built on top of Dask and scikit-learn. Current version is 2025.1.0, with releases roughly a few times a year.","language":"python","status":"active","version":"2025.1.0","tags":["machine learning","distributed","dask","scikit-learn","scalable"],"install":[{"cmd":"pip install dask-ml","imports":["from dask_ml.linear_model import LogisticRegression","from dask_ml.model_selection import train_test_split","from dask_ml.preprocessing import StandardScaler"]},{"cmd":"conda install -c conda-forge dask-ml","imports":[]}],"homepage":null,"github":"https://github.com/dask/dask-ml","docs":null,"changelog":null,"pypi":"https://pypi.org/project/dask-ml/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":22.6,"avg_import_s":7.68,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/dask-ml/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}