{"library":"pyts","type":"library","category":null,"description":"pyts is a Python package dedicated to time series classification. It provides preprocessing and utility tools, along with implementations of various time series classification algorithms. The library maintains an active development status, with major versions often introducing new Python support and algorithms, currently at version 0.13.0.","language":"python","status":"active","version":"0.13.0","tags":["time-series","classification","machine-learning","preprocessing","transformation"],"install":[{"cmd":"pip install pyts","imports":["from pyts.classification import TimeSeriesForest","from pyts.bag_of_words import BagOfWords","from pyts.bag_of_words import WordExtractor","from pyts.datasets import load_gunpoint","from pyts.preprocessing import StandardScaler","from pyts.transformation import BOSS"]}],"homepage":null,"github":"https://github.com/johannfaouzi/pyts","docs":null,"changelog":null,"pypi":"https://pypi.org/project/pyts/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":13.1,"avg_import_s":4.4,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/pyts/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}