{
"info": {
"author": "MARL",
"author_email": "brian.mcfee@nyu.edu",
"bugtrack_url": null,
"classifiers": [
"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"License :: OSI Approved :: ISC License (ISCL)",
"Programming Language :: Python",
"Programming Language :: Python :: 2",
"Programming Language :: Python :: 2.7",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.4",
"Programming Language :: Python :: 3.5",
"Programming Language :: Python :: 3.6",
"Topic :: Multimedia :: Sound/Audio :: Analysis"
],
"description": "# autopool\nAdaptive pooling operators for Multiple Instance Learning ([documentation](http://autopool.readthedocs.io/)).\n\n[](https://pypi.python.org/pypi/autopool)\n[](https://opensource.org/licenses/MIT)\n[](https://travis-ci.org/marl/autopool)\n[](https://coveralls.io/github/marl/autopool?branch=master)\n[](http://scaper.readthedocs.io/en/latest/?badge=latest)\n[]()\n\n\nAutoPool is an adaptive (trainable) pooling operator which smoothly interpolates between common pooling operators, such\nas min-, max-, or average-pooling, automatically adapting to the characteristics of the data.\n\nAutoPool can be readily applied to any differentiable model for time-series label prediction. AutoPool is presented in the following paper, where it is evaluated in conjunction with convolutional neural networks for Sound Event Detection:\n\n[Adaptive pooling operators for weakly labeled sound event detection](http://www.justinsalamon.com/uploads/4/3/9/4/4394963/mcfee_autopool_taslp_2018.pdf)
\nBrian Mcfee, Justin Salamon, and Juan Pablo Bello
\nIEEE Transactions on Audio, Speech and Language Processing, In press, 2018.\n\n\n\n\n\n",
"description_content_type": "text/markdown",
"docs_url": null,
"download_url": "http://github.com/marl/autopool/releases",
"downloads": {
"last_day": -1,
"last_month": -1,
"last_week": -1
},
"home_page": "http://github.com/marl/autopool",
"keywords": "deep learning,multiple instance learning,machine learning",
"license": "MIT",
"maintainer": "",
"maintainer_email": "",
"name": "autopool",
"package_url": "https://pypi.org/project/autopool/",
"platform": "",
"project_url": "https://pypi.org/project/autopool/",
"project_urls": {
"Download": "http://github.com/marl/autopool/releases",
"Homepage": "http://github.com/marl/autopool"
},
"release_url": "https://pypi.org/project/autopool/0.1.0/",
"requires_dist": [
"keras (>=2.0)",
"numpydoc; extra == 'docs'",
"sphinx-gallery; extra == 'docs'"
],
"requires_python": "",
"summary": "Adaptive pooling operators for multiple instance learning",
"version": "0.1.0"
},
"last_serial": 4110465,
"releases": {
"0.1.0": [
{
"comment_text": "",
"digests": {
"md5": "77e18fac2f5e7dac05fa54dc5e29089a",
"sha256": "bd6771b4eaa6fc444361a749c883c2e3c372e360fc053f5e841d7146a12936ef"
},
"downloads": -1,
"filename": "autopool-0.1.0-py2.py3-none-any.whl",
"has_sig": false,
"md5_digest": "77e18fac2f5e7dac05fa54dc5e29089a",
"packagetype": "bdist_wheel",
"python_version": "py2.py3",
"requires_python": null,
"size": 3844,
"upload_time": "2018-07-27T21:36:57",
"url": "https://files.pythonhosted.org/packages/80/15/d749324bc19edc4ed2ff45e424d4e2722c75b35e9c5efae46fc246da8923/autopool-0.1.0-py2.py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "4e70368c9a117e84e6b1b384839a81d9",
"sha256": "cb9545092aba5fb4f386d669813c5fb3f18ee363e175394a872b18510e2ce5b2"
},
"downloads": -1,
"filename": "autopool-0.1.0.tar.gz",
"has_sig": false,
"md5_digest": "4e70368c9a117e84e6b1b384839a81d9",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 3273,
"upload_time": "2018-07-27T21:36:58",
"url": "https://files.pythonhosted.org/packages/02/e8/96fad1700e09193353886fc65436c14366653021d0d74f23a4423ab83c87/autopool-0.1.0.tar.gz"
}
]
},
"urls": [
{
"comment_text": "",
"digests": {
"md5": "77e18fac2f5e7dac05fa54dc5e29089a",
"sha256": "bd6771b4eaa6fc444361a749c883c2e3c372e360fc053f5e841d7146a12936ef"
},
"downloads": -1,
"filename": "autopool-0.1.0-py2.py3-none-any.whl",
"has_sig": false,
"md5_digest": "77e18fac2f5e7dac05fa54dc5e29089a",
"packagetype": "bdist_wheel",
"python_version": "py2.py3",
"requires_python": null,
"size": 3844,
"upload_time": "2018-07-27T21:36:57",
"url": "https://files.pythonhosted.org/packages/80/15/d749324bc19edc4ed2ff45e424d4e2722c75b35e9c5efae46fc246da8923/autopool-0.1.0-py2.py3-none-any.whl"
},
{
"comment_text": "",
"digests": {
"md5": "4e70368c9a117e84e6b1b384839a81d9",
"sha256": "cb9545092aba5fb4f386d669813c5fb3f18ee363e175394a872b18510e2ce5b2"
},
"downloads": -1,
"filename": "autopool-0.1.0.tar.gz",
"has_sig": false,
"md5_digest": "4e70368c9a117e84e6b1b384839a81d9",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 3273,
"upload_time": "2018-07-27T21:36:58",
"url": "https://files.pythonhosted.org/packages/02/e8/96fad1700e09193353886fc65436c14366653021d0d74f23a4423ab83c87/autopool-0.1.0.tar.gz"
}
]
}