{
    "info": {
        "author": "Yifan Zhou",
        "author_email": "yfzhou.cs@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
        ],
        "description": "# xml2pytorch\nUsing xml to define pytorch neural networks\n## What can it Do\nWith xml2pytorch, you can easily define neural networks in xml, and then declare them in pytorch.\n\nRNN and LSTM are not supported currently.\n## Installation\n### Environment\nOS independent. Python3. (Not tested on Python2, but it should work.)\n### Install requirements\ntorch>=0.4.1\nnumpy>=1.15.1\n### Installing by pip3\npip3 install xml2pytorch\n## Quick Start\n### How to declare the CNN defined by a xml file\n```\nimport torch\nimport xml2pytorch as xm\n\n# declare the net defined in .xml\nnet = xm.convertXML(xml_filename)    \n\n# input a random tensor\nx = torch.randn(1, 3, 32, 32)\ny = net(x)\nprint(y)\n```\n### How to define a simple CNN in xml\n```\n<graph>\n\t<net>\n\t\t<layer>\n\t\t\t<net_style>Conv2d</net_style>\n\t\t\t<in_channels>3</in_channels>\n\t\t\t<out_channels>6</out_channels>\n\t\t\t<kernel_size>5</kernel_size>\n\t\t</layer>\t\n\t\t<layer>\n\t\t\t<net_style>ELU</net_style>\n\t\t</layer>\t\n\t\t<layer>\n\t\t\t<net_style>MaxPool2d</net_style>\n\t\t\t<kernel_size>2</kernel_size>\n\t\t\t<stride>2</stride>\n\t\t\t<activation>logsigmoid</activation>\n\t\t</layer>\n\t\t<layer>\n\t\t\t<net_style>Conv2d</net_style>\n\t\t\t<in_channels>6</in_channels>\n\t\t\t<out_channels>16</out_channels>\n\t\t\t<kernel_size>5</kernel_size>\n\t\t\t<activation>relu</activation>\n\t\t</layer>\t\n\t\t<layer>\n\t\t\t<net_style>MaxPool2d</net_style>\n\t\t\t<kernel_size>2</kernel_size>\n\t\t\t<stride>2</stride>\n\t\t\t<activation>relu</activation>\n\t\t</layer>\n\t\t<layer>\n\t\t\t<net_style>reshape</net_style>\n\t\t\t<dimensions>[-1, 16*5*5]</dimensions>\n\t\t</layer>\n\t\t<layer>\n\t\t\t<net_style>Linear</net_style>\n\t\t\t<in_features>400</in_features> \n\t\t\t<out_features>120</out_features>\n\t\t\t<activation>tanh</activation>\n\t\t</layer>\n\t\t<layer>\n\t\t\t<net_style>Linear</net_style>\n\t\t\t<in_features>120</in_features> \n\t\t\t<out_features>84</out_features>\n\t\t\t<activation>sigmoid</activation>\n\t\t</layer>\n\t\t<layer>\n\t\t\t<net_style>Linear</net_style>\n\t\t\t<in_features>84</in_features>\n\t\t\t<out_features>10</out_features>\n\t\t\t<activation>softmax</activation>\n\t\t</layer>\n\t</net>\n</graph>\n```\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/yfzhoucs/xml2pytorch",
        "keywords": "",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "xml2pytorch",
        "package_url": "https://pypi.org/project/xml2pytorch/",
        "platform": "",
        "project_url": "https://pypi.org/project/xml2pytorch/",
        "project_urls": {
            "Homepage": "https://github.com/yfzhoucs/xml2pytorch"
        },
        "release_url": "https://pypi.org/project/xml2pytorch/0.0.10/",
        "requires_dist": [
            "torch (>=0.4.1)",
            "numpy (>=1.15.1)"
        ],
        "requires_python": "",
        "summary": "Using xml to define pytorch neural networks",
        "version": "0.0.10"
    },
    "last_serial": 4735787,
    "releases": {
        "0.0.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b7b8bc28bd727437e0b578b28a1c4257",
                    "sha256": "70b997318f35c5770d1fc8857ca5d234730679386e2cc146b4dcd1c6e0aba019"
                },
                "downloads": -1,
                "filename": "xml2pytorch-0.0.10-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b7b8bc28bd727437e0b578b28a1c4257",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6454,
                "upload_time": "2019-01-24T13:57:50",
                "url": "https://files.pythonhosted.org/packages/09/a8/8e4671b7924e3a1dc8f5fa3cc914b5591cd60315b51764f68bedf88d3d30/xml2pytorch-0.0.10-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "65c647d49e8ff1dfac267ece1980a199",
                    "sha256": "a1571ce6c88ca2ff5b251ee22853e7c71e80d8ff95b47c4463f490922c7d30f6"
                },
                "downloads": -1,
                "filename": "xml2pytorch-0.0.10.tar.gz",
                "has_sig": false,
                "md5_digest": "65c647d49e8ff1dfac267ece1980a199",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 6220,
                "upload_time": "2019-01-24T13:57:53",
                "url": "https://files.pythonhosted.org/packages/c5/eb/6657fac128433c3655c8c48c2fede9ca0005afb149f8b4bb74fd41edcb68/xml2pytorch-0.0.10.tar.gz"
            }
        ],
        "0.0.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "31412407b7704b1e2559baa0387d1662",
                    "sha256": "5a99a7a9d72fd38758e336e268b447f0e33445df9ad3240a17bc50bf1e7aefde"
                },
                "downloads": -1,
                "filename": "xml2pytorch-0.0.8-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "31412407b7704b1e2559baa0387d1662",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5828,
                "upload_time": "2019-01-24T13:51:19",
                "url": "https://files.pythonhosted.org/packages/51/03/c940062dde10884de853a089d1d627b8aa744f9b92f1d78d25a535ef930c/xml2pytorch-0.0.8-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "215f251011c287236f4cbaccb9d3ebdb",
                    "sha256": "4824dfa5d84ca735ef013daf0622b98bd319d48ed3e0991e22fe4d7aa77c8e07"
                },
                "downloads": -1,
                "filename": "xml2pytorch-0.0.8.tar.gz",
                "has_sig": false,
                "md5_digest": "215f251011c287236f4cbaccb9d3ebdb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4818,
                "upload_time": "2019-01-24T13:51:23",
                "url": "https://files.pythonhosted.org/packages/8f/8d/da56404dae2748fa8aa02ae57d908158979ea8faadd9b3ba4fe35cae4b58/xml2pytorch-0.0.8.tar.gz"
            }
        ],
        "0.0.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b7ab968b43a2b589925fbc7dc8cabced",
                    "sha256": "81e419bb20f50984bcfe7c142ff404cf0c42edf7c3b0dc8e4750a36ec2a2905b"
                },
                "downloads": -1,
                "filename": "xml2pytorch-0.0.9-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "b7ab968b43a2b589925fbc7dc8cabced",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5839,
                "upload_time": "2019-01-24T13:51:21",
                "url": "https://files.pythonhosted.org/packages/3f/8a/7d3be79d644496fddd4db518e3b07210a7bde9505844d136a814414b0795/xml2pytorch-0.0.9-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "1a281fbcbaaab8cd84cb70b98a681cd8",
                    "sha256": "5b27869234da70d697ca53e5a704a9f8703ec54ebaae5f5f33a0fe309cb37c8d"
                },
                "downloads": -1,
                "filename": "xml2pytorch-0.0.9.tar.gz",
                "has_sig": false,
                "md5_digest": "1a281fbcbaaab8cd84cb70b98a681cd8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4842,
                "upload_time": "2019-01-24T13:51:24",
                "url": "https://files.pythonhosted.org/packages/63/1d/209bd2486445c6f6baa20b7c43d86cacd7f8abb2ade0bdbc412de8d5002f/xml2pytorch-0.0.9.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "b7b8bc28bd727437e0b578b28a1c4257",
                "sha256": "70b997318f35c5770d1fc8857ca5d234730679386e2cc146b4dcd1c6e0aba019"
            },
            "downloads": -1,
            "filename": "xml2pytorch-0.0.10-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "b7b8bc28bd727437e0b578b28a1c4257",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 6454,
            "upload_time": "2019-01-24T13:57:50",
            "url": "https://files.pythonhosted.org/packages/09/a8/8e4671b7924e3a1dc8f5fa3cc914b5591cd60315b51764f68bedf88d3d30/xml2pytorch-0.0.10-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "65c647d49e8ff1dfac267ece1980a199",
                "sha256": "a1571ce6c88ca2ff5b251ee22853e7c71e80d8ff95b47c4463f490922c7d30f6"
            },
            "downloads": -1,
            "filename": "xml2pytorch-0.0.10.tar.gz",
            "has_sig": false,
            "md5_digest": "65c647d49e8ff1dfac267ece1980a199",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 6220,
            "upload_time": "2019-01-24T13:57:53",
            "url": "https://files.pythonhosted.org/packages/c5/eb/6657fac128433c3655c8c48c2fede9ca0005afb149f8b4bb74fd41edcb68/xml2pytorch-0.0.10.tar.gz"
        }
    ]
}