{"repo":"johannfaouzi/pyts","free":true,"listed":false,"github":"https://github.com/johannfaouzi/pyts","clone":"git clone https://github.com/johannfaouzi/pyts.git","description":"A Python package for time series classification","language":"Python","stars":1876,"topics":["python","classification","machine-learning","time-series-classification","time-series-analysis","time-series"],"license":"BSD-3-Clause","category":"machine-learning","readme_excerpt":"pyts: a Python package for time series classification pyts is a Python package for time series classification. It aims to make time series classification easily accessible by providing preprocessing and utility tools, and implementations of state-of-the-art algorithms. Most of these algorithms transform time series, thus pyts provides several tools to perform these transformations. Installation Dependencies pyts requires: - Python ( = 3.8) - NumPy ( = 1.22.4) - SciPy ( = 1.8.1) - Scikit-Learn ( = 1.2.0) - Joblib ( = 1.1.1) - Numba ( = 0.55.2) To run the examples Matplotlib ( =2.0.0) is required. User installation If you already have a working installation of numpy, scipy, scikit-learn, joblib and numba, you can easily install pyts using pip pip install pyts or conda via the conda-forge channel conda install -c conda-forge pyts You can also get the latest version of pyts by cloning the repository git clone https://github.com/johannfaouzi/pyts.git cd pyts pip install . Testing After installation, you can launch the test suite from outside the source directory using pytest: pytest pyts Changelog See the changelog for a history of notable changes to pyts. Development The development of this package is in line with the one of the scikit-learn community. Therefore, you can refer to their Development Guide. A slight difference is the use of Numba instead of Cython for optimization. Documentation The section below gives some information about the implemented algorithms in pyts. For m","default_branch":null,"files":null,"tree":[],"storefront":"/r/johannfaouzi","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/johannfaouzi/pyts/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}