{
    "info": {
        "author": "Renato Pedigoni",
        "author_email": "renatopedigoni@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Programming Language :: Python",
            "Topic :: Software Development :: Libraries :: Python Modules"
        ],
        "description": "am2\n===\n\nStuff made on the machine learning course at my university\n\n\nSimple neuron\n-------------\n\nInstantiating a neuron with a sigmoid transfer function: ::\n\n    from am2 import Neuron, SigmoidTransferFunction\n\n    neuron = Neuron(SigmoidTransferFunction, weights=[0, 1, 1])\n    print neuron.run([3, 2, 1])\n\n\nOr with a staircase transfer function: ::\n\n    from am2 import Neuron, StaircaseTransferFunction\n\n    neuron = Neuron(StaircaseTransferFunction, function=lambda y: y > 2, weights=[0, 1, 1])\n    print neuron.run([1, 1, 1])\n\n\n``function`` is optional (default is ``lambda y: y >= 1``)\n\n\nPerceptron\n----------\n\nA simple Perceptron_ is implemented: ::\n\n    from am2 import Perceptron\n\n    train_dataset = [\n        ((1, 0, 0), 1),\n        ((1, 0, 1), 1),\n        ((1, 1, 0), 1),\n        ((1, 1, 1), 0),\n    ]\n\n    perceptron = Perceptron(function=lambda y: y >= 1)\n    perceptron.train(train_dataset)  # executa o algoritmo de treinamento\n\n    print perceptron.run((1, 0, 0))\n\n\n.. _Perceptron: http://en.wikipedia.org/wiki/Perceptron",
        "description_content_type": null,
        "docs_url": null,
        "download_url": "UNKNOWN",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://github.com/rpedigoni/am2",
        "keywords": "perceptron,neural networks",
        "license": "BSD",
        "maintainer": null,
        "maintainer_email": null,
        "name": "am2",
        "package_url": "https://pypi.org/project/am2/",
        "platform": "UNKNOWN",
        "project_url": "https://pypi.org/project/am2/",
        "project_urls": {
            "Download": "UNKNOWN",
            "Homepage": "http://github.com/rpedigoni/am2"
        },
        "release_url": "https://pypi.org/project/am2/0.1/",
        "requires_dist": null,
        "requires_python": null,
        "summary": "Stuff made on the machine learning course at my university",
        "version": "0.1"
    },
    "last_serial": 609890,
    "releases": {
        "0.1": []
    },
    "urls": []
}