{ "info": { "author": "Mat Kallada", "author_email": "matkallada@gmail.com", "bugtrack_url": null, "classifiers": [], "description": "# Force: A package to visualize the receptive fields\nForce is a Python package that allows you to visualize the receptive fields of a neural network.\n\n## 1. How to Run\n\nTo run this algorithm in Python:\n```\nfrom force.receptive_field import visualize_neuron\nfrom gdbn.dbn import buildDBN\nimport matplotlib.pyplot as plt\n\n# Make a deep belief network\ndbn = buildDBN([1, 100, 1])\n\n# Get the 3rd neuron on the 1st layer. (With Linear averaging)\nneuron = visualize_neuron(dbn, 0, 2)\n\n# Plot!\nplt.imshow(neuron)\nplt.show()\n\n```\n\nAll configurable options are in the SBB/config.py file, in the variable CONFIG.", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://pypi.org/project/force/", "keywords": "machine learning,logging,example", "license": "", "maintainer": "", "maintainer_email": "", "name": "force", "package_url": "https://pypi.org/project/force/", "platform": "", "project_url": "https://pypi.org/project/force/", "project_urls": { "Homepage": "https://pypi.org/project/force/" }, "release_url": "https://pypi.org/project/force/0.1.4/", "requires_dist": null, "requires_python": "", "summary": "A method for visualizing the receiptive fields of a neural network", "version": "0.1.4" }, "last_serial": 4451718, "releases": { "0.1.4": [ { "comment_text": "", "digests": { "md5": "0d244af3d06c4f0c863eece2d8833302", "sha256": "1c9e1d9a645446a966354d993d2a05e4ab2d7951886e5db77657050e433f9365" }, "downloads": -1, "filename": "force-0.1.4.tar.gz", "has_sig": false, "md5_digest": "0d244af3d06c4f0c863eece2d8833302", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1975, "upload_time": "2018-11-05T06:27:42", "url": "https://files.pythonhosted.org/packages/fb/a0/39ea2701139d996272f81cc783eb461e198c33bb909a8d29a947e1a43b3b/force-0.1.4.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "0d244af3d06c4f0c863eece2d8833302", "sha256": "1c9e1d9a645446a966354d993d2a05e4ab2d7951886e5db77657050e433f9365" }, "downloads": -1, "filename": "force-0.1.4.tar.gz", "has_sig": false, "md5_digest": "0d244af3d06c4f0c863eece2d8833302", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1975, "upload_time": "2018-11-05T06:27:42", "url": "https://files.pythonhosted.org/packages/fb/a0/39ea2701139d996272f81cc783eb461e198c33bb909a8d29a947e1a43b3b/force-0.1.4.tar.gz" } ] }