{ "info": { "author": "Lucas Rosen, Hossein Soleimani, Tony Wang", "author_email": "lrosen27@jhu.edu", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "## Example\nSample code in `AL_Notebook.ipynb` notebook\n\n## Install\n- `pip install active_learning`\n- OR\n- `python setup.py sdist`\n- `python setup.py install`\n\n## Environment Setup\n - Make sure that\n [conda](https://conda.io/docs/user-guide/install/index.html#regular-installation) is\n installed.\n - Run the following command in the root directory to build the conda\n environment \"trews\": `conda env create -f environment.yml`\n - Run `source activate trews` before executing the Jupyter\n notebook.\n - \"trews\" has a package nb\\_conda which allows you to specify the\n conda env you want as a Jupyter kernel. __You must have \"trews\"\n activated for the Jupyter notebook server to manage conda\n environments__\n\n## Objective\n - Provide justification for custom sepsis definition generated from\n soliciting rich feedback from physicians.\n - Create an AL implementation that incorporates rich feedback from\n physicians to improve the TREWS tool.\n - Long-term goal: Create a library of active learning tools for any\n CDSS we design for new clinical problems.\n\n## Code Organization\n - General functions should be written in .py files under folder\n 'python_scripts'\n - Experiments should load these python files into iPython notebooks\n for visualization/output neatness and reproducibility.\n - Large experimental datasets should be stored locally and tracked\n using plaintext files or logs.\n - Datasets used for testing implementation should be kept under\n repository 'dev_data'", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/tonywang124/TREWS-AL", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "active-learning", "package_url": "https://pypi.org/project/active-learning/", "platform": "", "project_url": "https://pypi.org/project/active-learning/", "project_urls": { "Homepage": "https://github.com/tonywang124/TREWS-AL" }, "release_url": "https://pypi.org/project/active-learning/0.3.0/", "requires_dist": null, "requires_python": "", "summary": "Active Learning With Rich feedabck", "version": "0.3.0" }, "last_serial": 4069387, "releases": { "0.2.3": [ { "comment_text": "", "digests": { "md5": "ebbad47d448113a0ddb0f1624609c6ce", "sha256": "b9da6600221a16efe21a829fca03eb5a95d2ee1602eb1376dedf285b1dc5c8ca" }, "downloads": -1, "filename": "active_learning-0.2.3.tar.gz", "has_sig": false, "md5_digest": "ebbad47d448113a0ddb0f1624609c6ce", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 12432, "upload_time": "2018-07-16T04:38:20", "url": "https://files.pythonhosted.org/packages/6c/82/05454176a2a81e3b299226143c7f53d4725c92bb6941fc23f0bed0cc8a77/active_learning-0.2.3.tar.gz" } ], "0.3.0": [ { "comment_text": "", "digests": { "md5": "b5173493dadeb8d014a744ac74db3e84", "sha256": "e626798146b4fc9f9445fbb6dc8cd71245bc89ffdff22011bcf9401b006156f9" }, "downloads": -1, "filename": "active_learning-0.3.0.tar.gz", "has_sig": false, "md5_digest": "b5173493dadeb8d014a744ac74db3e84", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 14270, "upload_time": "2018-07-17T02:59:33", "url": "https://files.pythonhosted.org/packages/f8/1f/e94889532e3f771b543926f2a6ca9ec9239b2e0ac684ecb0f64136fdaf4a/active_learning-0.3.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "b5173493dadeb8d014a744ac74db3e84", "sha256": "e626798146b4fc9f9445fbb6dc8cd71245bc89ffdff22011bcf9401b006156f9" }, "downloads": -1, "filename": "active_learning-0.3.0.tar.gz", "has_sig": false, "md5_digest": "b5173493dadeb8d014a744ac74db3e84", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 14270, "upload_time": "2018-07-17T02:59:33", "url": "https://files.pythonhosted.org/packages/f8/1f/e94889532e3f771b543926f2a6ca9ec9239b2e0ac684ecb0f64136fdaf4a/active_learning-0.3.0.tar.gz" } ] }