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        "description": "[![Build Status](https://travis-ci.org/lrgr/explosig-connect.svg?branch=master)](https://travis-ci.org/lrgr/explosig-connect)\n[![PyPI](https://img.shields.io/pypi/v/explosig-connect)](https://pypi.org/project/explosig-connect/)\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/lrgr/explosig-connect/blob/master/examples/colab-demo.ipynb)\n\n## ExploSig Connect\n\nHelpers for sending data from a Python environment to [ExploSig](https://github.com/lrgr/explosig) (via [ExploSig Server](https://github.com/lrgr/explosig-server)) for web-based interactive visualization.\n\n- [Documentation](https://lrgr.github.io/explosig-connect/)\n- [Open in Colab](https://colab.research.google.com/github/lrgr/explosig-connect/blob/master/examples/colab-demo.ipynb)\n\n### Installation\n\n```sh\npip install explosig-connect\n```\n\n### Example Usage - Connecting to an existing session\n\n```python\n>>> from explosig_connect import connect\n\n>>> # Connect using a session ID supplied by ExploSig.\n>>> session_id = 'af6242f3'\n>>> conn = connect(session_id)\n\n>>> # Obtain the SBS mutation counts matrix associated with the session.\n>>> sbs_counts_df = conn.get_mutation_category_counts('SBS')\n\n>>> # You run some custom code to derive better signature exposures.\n>>> exposures_df = my_exposures_computation_method(sbs_counts_df)\n\n>>> # Send the new exposures back to ExploSig for visualization.\n>>> conn.send_exposures('SBS', exposures_df)\n```\n\n### Example Usage - Starting a new session\n\n```python\n>>> from explosig_connect import connect\n\n>>> # Start a new 'empty' session with no samples, signatures, etc. selected.\n>>> # This will attempt to open ExploSig in a new browser tab that starts the session.\n>>> conn = connect()\n\n>>> # Send an SBS mutation counts matrix to visualize.\n>>> conn.send_mutation_category_counts('SBS', my_sbs_counts_df)\n\n>>> # Send an exposures matrix to visualize.\n>>> conn.send_exposures('SBS', my_sbs_exposures_df)\n\n>>> # Send a signatures matrix to visualize.\n>>> conn.send_signatures('SBS', my_sbs_signatures_df)\n```\n\n### Development\n\nBuild and install from the current directory.\n\n```sh\npython setup.py sdist bdist_wheel && pip install .\n```\n\n",
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