{"library":"stumpy","type":"library","category":null,"description":"STUMPY is a powerful and scalable Python library that efficiently computes the matrix profile, a novel data structure for time series analysis. This allows for a variety of time series data mining tasks such as pattern/motif discovery, anomaly detection, semantic segmentation, and more. It is currently at version 1.14.1 and maintains an active development cycle with regular releases.","language":"python","status":"active","version":"1.14.1","tags":["time-series","matrix-profile","data-mining","anomaly-detection","motif-discovery","python","scientific-computing"],"last_verified":"Sat May 23","install":[{"cmd":"pip install stumpy","imports":["import stumpy","import numpy as np"]},{"cmd":"conda install -c conda-forge stumpy","imports":[]}],"homepage":null,"github":"https://github.com/stumpy-dev/stumpy","docs":"https://stumpy.readthedocs.io/en/latest/","changelog":null,"pypi":"https://pypi.org/project/stumpy/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":10.8,"avg_import_s":5.58,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/stumpy/compatibility"}}