{ "info": { "author": "David Nicholson", "author_email": "nicholdav@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: BSD License", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: Implementation :: CPython" ], "description": "\n[![DOI](https://zenodo.org/badge/169021695.svg)](https://zenodo.org/badge/latestdoi/169021695)\n\n# visual-search-nets\n\nExperiments to measure the behavior of deep neural networks performing \na visual search task.\n\nFor some background and a summary of the results, please see [this Jupyter notebook](./docs/notebooks/results.ipynb).\n\n## Installation\nExperiments were run using Anaconda on Ubuntu 16.04.\nThe following commands were used to create the environment:\n\n```console\ntu@computi:~$ conda create -n searchnets python=3.6 numpy matplotlib imageio joblib tensorflow-gpu \ntu@computi:~$ source activate searchnets\ntu@computi:~$ git clone https://github.com/NickleDave/visual-search-nets.git\ntu@computi:~$ cd ./visual-search-nets\ntu@computi:~$ pip install .\n```\n\n## usage\nInstalling this package (by running `pip install .` in the source directory) makes it \npossible to run the experiments from the command line with the `searchnets` command, like so:\n```console\ntu@computi:~$ searchnets train config.ini\n``` \nThe command-line interface accepts arguments with the syntax `searchnets command config.ini`, \nwhere `command` is some command to run, and `config.ini` is the name of a configuration file \nwith options that specify how the command will be executed. \nFor details on the commands, see [this page in the docs](./docs/cli.md).\nFor details on the `config.ini` files, please see [this other page](./docs/config.ini.md).\n\n## Data\nData is deposited here:\n\n\n## Replicating experiments\nThe `Makefile` replicates the experiments.\n```console\ntu@computi:~$ make all\n```\n\n## Acknowledgements\n- Research funded by the Lifelong Learning Machines program, \nDARPA/Microsystems Technology Office, \nDARPA cooperative agreement HR0011-18-2-0019\n- David Nicholson was partially supported by the \n2017 William K. and Katherine W. Estes Fund to F. Pestilli, \nR. Goldstone and L. Smith, Indiana University Bloomington.\n\n## Citation\nPlease cite the DOI for this code:\n[![DOI](https://zenodo.org/badge/169021695.svg)](https://zenodo.org/badge/latestdoi/169021695)\n\n\n", "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/NickleDave/visual-search-nets", "keywords": "", "license": "BSD", "maintainer": "", "maintainer_email": "", "name": "visual-search-nets", "package_url": "https://pypi.org/project/visual-search-nets/", "platform": "", "project_url": "https://pypi.org/project/visual-search-nets/", "project_urls": { "Homepage": "https://github.com/NickleDave/visual-search-nets" }, "release_url": "https://pypi.org/project/visual-search-nets/0.3.1/", "requires_dist": [ "numpy", "scipy", "tensorflow", "matplotlib", "pandas", "seaborn", "imageio", "joblib", "tqdm", "attrs", "snakemake", "searchstims (>=2.2.0)", "jupytext ; extra == 'dev'", "cite2c ; extra == 'dev'" ], "requires_python": ">=3.6.0", "summary": "experiments measuring how convolutional neural networks perform a visual search task", "version": "0.3.1" }, "last_serial": 5509512, "releases": { "0.3.0": [ { "comment_text": "", "digests": { "md5": "c0221f23802b68d4eef426f26d08bb36", "sha256": "edb2b6e50bd56383419d7c2422943b35fbfe2ac07ba11924954c14b277438ab8" }, "downloads": -1, "filename": "visual_search_nets-0.3.0-py3-none-any.whl", "has_sig": false, "md5_digest": "c0221f23802b68d4eef426f26d08bb36", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6.0", "size": 51230, "upload_time": "2019-07-09T23:19:57", "url": "https://files.pythonhosted.org/packages/e7/4d/400c161a074e45e23307948012e22b562c9abb152f31e424100e8b9a3c78/visual_search_nets-0.3.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "4d3e5817f4240a7face7459944b4c870", "sha256": "13067075213f4c03598e36363a330144708244000e98b3cdfbafcb676c4a9e6e" }, "downloads": -1, "filename": "visual-search-nets-0.3.0.tar.gz", "has_sig": false, "md5_digest": "4d3e5817f4240a7face7459944b4c870", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6.0", "size": 37510, "upload_time": "2019-07-09T23:20:00", "url": "https://files.pythonhosted.org/packages/e7/35/493713257111746ec498ed7c6eb0a0b60309c3d6d8b086efbdcea6eea75d/visual-search-nets-0.3.0.tar.gz" } ], "0.3.1": [ { "comment_text": "", "digests": { "md5": "6158b484504af9eeb045dd335f91cf11", "sha256": "a569839e9b7533b94c739f4eb8dfb18f6d65b9def8666dbef24d289398a3547c" }, "downloads": -1, "filename": "visual_search_nets-0.3.1-py3-none-any.whl", "has_sig": false, "md5_digest": "6158b484504af9eeb045dd335f91cf11", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6.0", "size": 51228, "upload_time": "2019-07-09T23:25:42", "url": "https://files.pythonhosted.org/packages/2e/ae/0b153cdb6fed7b1e455e250a7b8eb4c21bbdbe166b57318841f0a45bf045/visual_search_nets-0.3.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "ffa249d2edb7b3b707718e5b604c925a", "sha256": "e49d98268940a364fff272d854c2ed8714260c24b99b973d6f77d6052f166993" }, "downloads": -1, "filename": "visual-search-nets-0.3.1.tar.gz", "has_sig": false, "md5_digest": "ffa249d2edb7b3b707718e5b604c925a", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6.0", "size": 37504, "upload_time": "2019-07-09T23:25:45", "url": "https://files.pythonhosted.org/packages/eb/67/f328ad3d5aa78b1f770cb00f118b8beeed947e49f192482f3365594ff0cf/visual-search-nets-0.3.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "6158b484504af9eeb045dd335f91cf11", "sha256": "a569839e9b7533b94c739f4eb8dfb18f6d65b9def8666dbef24d289398a3547c" }, "downloads": -1, "filename": "visual_search_nets-0.3.1-py3-none-any.whl", "has_sig": false, "md5_digest": "6158b484504af9eeb045dd335f91cf11", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": ">=3.6.0", "size": 51228, "upload_time": "2019-07-09T23:25:42", "url": "https://files.pythonhosted.org/packages/2e/ae/0b153cdb6fed7b1e455e250a7b8eb4c21bbdbe166b57318841f0a45bf045/visual_search_nets-0.3.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "ffa249d2edb7b3b707718e5b604c925a", "sha256": "e49d98268940a364fff272d854c2ed8714260c24b99b973d6f77d6052f166993" }, "downloads": -1, "filename": "visual-search-nets-0.3.1.tar.gz", "has_sig": false, "md5_digest": "ffa249d2edb7b3b707718e5b604c925a", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.6.0", "size": 37504, "upload_time": "2019-07-09T23:25:45", "url": "https://files.pythonhosted.org/packages/eb/67/f328ad3d5aa78b1f770cb00f118b8beeed947e49f192482f3365594ff0cf/visual-search-nets-0.3.1.tar.gz" } ] }