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        "author": "Maria Ines Silva",
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        "description": "# Extended Motif Discovery algorithm\n\nThis repository contains a python implementation of the Extended Motif Discovery (EMD) algorithm [1] for motif \ndiscovery in time-series.\n\n## Prerequisites\n\n    dtaidistance==1.1.4\n    matplotlib>=3.0.2\n    numpy>=1.15\n    pandas>=0.23\n    saxpy==1.0.1.dev167\n    scipy>=1.2\n    seaborn>=0.9\n\n\n## Installing\n\nThis packages is available on PyPI and thus can be directly installed with pip:\n\n    pip install extendedMD\n\nAlternatively, this package can installed from source by cloning this repository and installing it manually with the command:\n\n    python setup.py install\n\n\n## Usage\n\n\n## References\n\n[1]  Y. Tanaka, K. Iwamoto, K. Uehara,  Discovery of Time-Series Motif from Multi-Dimensional Data Based on \nMDL Principle,  Machine Learning (2005) 269\u2013300.\n\n",
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