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align=\"left\"\u003e\n\u003cimg width=15% src=\"https://dai.lids.mit.edu/wp-content/uploads/2018/06/Logo_DAI_highres.png\" alt=\"DAI-Lab\" /\u003e\n\u003ci\u003eAn open source project from Data to AI Lab at MIT.\u003c/i\u003e\n\u003c/p\u003e\n\n[![Development Status](https://img.shields.io/badge/Development%20Status-2%20--%20Pre--Alpha-yellow)](https://pypi.org/search/?c=Development+Status+%3A%3A+2+-+Pre-Alpha)\n[![PyPi Shield](https://img.shields.io/pypi/v/SigPro.svg)](https://pypi.python.org/pypi/SigPro)\n[![Tests](https://github.com/sintel-dev/SigPro/workflows/Run%20Tests/badge.svg)](https://github.com/sintel-dev/SigPro/actions?query=workflow%3A%22Run+Tests%22+branch%3Amaster)\n[![Downloads](https://pepy.tech/badge/sigpro)](https://pepy.tech/project/sigpro)\n\n\n# SigPro: Signal Processing Tools for Machine Learning\n\n* License: [MIT](https://github.com/sintel-dev/SigPro/blob/master/LICENSE)\n* Development Status: [Pre-Alpha](https://pypi.org/search/?c=Development+Status+%3A%3A+2+-+Pre-Alpha)\n* Homepage: https://github.com/sintel-dev/SigPro\n\n## Overview\n\nSigPro offers an end-to-end solution to efficiently apply multiple *signal processing techniques*\nto convert *raw time series* into *feature time series* that encode the knowledge of domain experts\nin order to solve time series machine learning problems.\n\n# Install\n\n## Requirements\n\n**SigPro** has been developed and tested on [Python 3.9, 3.10, 3.11 and 3.12](https://www.python.org/downloads/)\non GNU/Linux and macOS systems.\n\nAlso, although it is not strictly required, the usage of a [virtualenv](\nhttps://virtualenv.pypa.io/en/latest/) is highly recommended in order to avoid\ninterfering with other software installed in the system where **SigPro** is run.\n\n## Install with pip\n\nThe easiest and recommended way to install **SigPro** is using [pip](\nhttps://pip.pypa.io/en/stable/):\n\n```bash\npip install sigpro\n```\n\nThis will pull and install the latest stable release from [PyPi](https://pypi.org/).\n\nIf you want to install from source or contribute to the project please read the\n[Contributing Guide](CONTRIBUTING.md).\n\n\n# User Guides\n\n`SigPro` comes with the following user guides:\n\n* [PRIMITIVES.md](PRIMITIVES.md): Information about the primitive families, their expected input\n  and output.\n* [USAGE.md](USAGE.md): Instructions about how to usee the three main functionalities of `SigPro`.\n* [DEVELOPMENT.md](DEVELOPMENT.md): Step by step guide about how to write a valid `SigPro`\n  primitive and contribute it to either `SigPro` or your own library.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsintel-dev%2Fsigpro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsintel-dev%2Fsigpro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsintel-dev%2Fsigpro/lists"}