{
    "info": {
        "author": "dansuh17",
        "author_email": "kaehops@gmail.com",
        "bugtrack_url": null,
        "classifiers": [],
        "description": "# PyTorch Land\n\nThis is a repository of select implementations of deep learning models using [pytorch](https://pytorch.org/). \n\nThere is also my own mini-framework for model training \n(which I call simply `NetworkTrainer`), that ended up with \nsomething very similar to [ignite](https://pytorch.org/ignite/), \ncreated in order to reduce common boilerplating.\nMore flexible and intuitive than ignite, in my opinion :).\n\nMore models to be added, and improvements on `NetworkTrainer` is under way.\n\n## Installation\n\n```bash\npip3 install pytorch-land\n```\n\nSee [pypi page](https://pypi.org/project/pytorch-land/) for package details.\n\n## Implemented Models\n\n### CNN architectures\n- ResNet (2015) [[paper](https://arxiv.org/abs/1512.03385)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/resnet)] \n- Inception v.2 (2015) [[paper](https://arxiv.org/abs/1512.00567)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/inception)]\n- MobileNet (2017) [[paper](https://arxiv.org/abs/1704.04861)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/mobilenet)]\n\n### GANs\n- GAN (2014) [[paper](https://papers.nips.cc/paper/5423-generative-adversarial-nets.pdf)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/gan)]\n- DCGAN (2015) [[paper](https://arxiv.org/abs/1511.06434)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/dcgan)]\n- InfoGAN (2016) [[paper](https://arxiv.org/pdf/1606.03657.pdf)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/infogan)]\n- f-GAN (2016) [[paper](https://arxiv.org/abs/1606.00709)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/fgan)]\n- UnrolledGAN (2016) [[paper](https://arxiv.org/abs/1611.02163)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/unrolled_gan)] [[train-examples](https://github.com/deNsuh/pytorch-land/blob/master/unrolled_gan/unrolledgan_train_results.ipynb)]\n- ACGAN (2016) [[paper](https://arxiv.org/abs/1610.09585)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/acgan)] [[train-examples](https://github.com/deNsuh/pytorch-land/tree/master/acgan)]\n- BEGAN (2017) [[paper](https://arxiv.org/abs/1703.10717)] [[code & examples](https://github.com/deNsuh/pytorch-land/tree/master/began)]\n- CycleGAN (2017) [[paper](https://arxiv.org/abs/1703.10593)] [[code & examples](https://github.com/deNsuh/pytorch-land/tree/master/cyclegan)]\n\n### Autoencoders\n- Stacked Denoising Autoencoders [[paper](https://www.iro.umontreal.ca/~vincentp/Publications/denoising_autoencoders_tr1316.pdf)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/sdae)]\n- Stacked Convolutional Denoising Autoencoders (2017) [[paper](https://mediatum.ub.tum.de/doc/1381852/54858742554.pdf)] [[code](https://github.com/deNsuh/pytorch-land/tree/master/schmidt_sda)]\n\n## Requirements\n\nRequired packages are specified in [requirements.txt](https://github.com/deNsuh/pytorch-land/blob/master/requirements.txt)\nfile. The packages can be installed using the following command:\n\n```bash\npip3 install -r requirements.txt\n```\n\nNotably, the codes are compatible with **pytorch 0.4** - working on with **pytorch 1.1** compatibility.\n\n## NetworkTrainer\n\n## Datasets",
        "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/dansuh17/pytorch-land",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pytorch-land",
        "package_url": "https://pypi.org/project/pytorch-land/",
        "platform": "",
        "project_url": "https://pypi.org/project/pytorch-land/",
        "project_urls": {
            "Homepage": "https://github.com/dansuh17/pytorch-land"
        },
        "release_url": "https://pypi.org/project/pytorch-land/0.1.6/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "pytorch-land for happy deep learning",
        "version": "0.1.6",
        "yanked": false,
        "yanked_reason": null
    },
    "last_serial": 6083681,
    "releases": {
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8a8133e8565642f30721029f5c9c3e29",
                    "sha256": "3dbdff743adf1a2b4e792379bdc8dd2ad62b83b7930174a1025e4a6e7a74da84"
                },
                "downloads": -1,
                "filename": "pytorch_land-0.1.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "8a8133e8565642f30721029f5c9c3e29",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 6218,
                "upload_time": "2019-07-22T14:27:36",
                "upload_time_iso_8601": "2019-07-22T14:27:36.432393Z",
                "url": "https://files.pythonhosted.org/packages/56/7c/bb70f025499d7c6bea4167b2a007584cb92d1deb6638831306c372b62599/pytorch_land-0.1.0-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "94b9407c5b012cdd0497d9740c57b499",
                    "sha256": "e2ad1daeb209f668b2db68ca9b709d085b1838d4acc14129df238abe32b51009"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "94b9407c5b012cdd0497d9740c57b499",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5750,
                "upload_time": "2019-07-22T14:27:38",
                "upload_time_iso_8601": "2019-07-22T14:27:38.774340Z",
                "url": "https://files.pythonhosted.org/packages/cc/2f/b9ac001185fa95a429288be20a71e717a77bc50c7ec98fcaae9b5a3c6fab/pytorch-land-0.1.0.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "838551e58ad4add9d22d79f3fd521b75",
                    "sha256": "2de7175007f8be4442277d30761b3e2c92dd5c3cc39a44f5ff47c82e2205e86c"
                },
                "downloads": -1,
                "filename": "pytorch_land-0.1.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "838551e58ad4add9d22d79f3fd521b75",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 39337,
                "upload_time": "2019-07-22T17:53:21",
                "upload_time_iso_8601": "2019-07-22T17:53:21.142883Z",
                "url": "https://files.pythonhosted.org/packages/85/0c/edb7bcf414e803f6f909d9af60aee0ff897a2f75eb30532ed247e57b4982/pytorch_land-0.1.1-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b5d7c097034c7350734740c86374e9cd",
                    "sha256": "51949b949245f847de93140088f903ee3cbfd9caf17d25de70b21a60c1d36e61"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "b5d7c097034c7350734740c86374e9cd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 17399,
                "upload_time": "2019-07-22T17:53:23",
                "upload_time_iso_8601": "2019-07-22T17:53:23.042776Z",
                "url": "https://files.pythonhosted.org/packages/f5/75/b1ccf62fe865db39cc4c6a4b778c073037828e45870fe271b55a1fcc94ee/pytorch-land-0.1.1.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c12c05ed93ca90aa0e42234cdc26e051",
                    "sha256": "15835a5d124d4a33eb7d67afd91cfddb7705ea77baeecbeb9aba4e26e63efca9"
                },
                "downloads": -1,
                "filename": "pytorch_land-0.1.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c12c05ed93ca90aa0e42234cdc26e051",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 22152,
                "upload_time": "2019-07-25T08:53:53",
                "upload_time_iso_8601": "2019-07-25T08:53:53.143549Z",
                "url": "https://files.pythonhosted.org/packages/e0/f4/ae984bf10601c22a3aab7b57864dba63cabbe8ac5373ea16e9926efe9ef3/pytorch_land-0.1.2-py3-none-any.whl",
                "yanked": false,
                "yanked_reason": null
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b726f078ee6cb8b4127246c4c1f3d573",
                    "sha256": "9f5114416bc614114de8b9f2e6ee978dd090114a4e1d96303652cd6c9deeae58"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "b726f078ee6cb8b4127246c4c1f3d573",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 17802,
                "upload_time": "2019-07-25T08:53:54",
                "upload_time_iso_8601": "2019-07-25T08:53:54.883044Z",
                "url": "https://files.pythonhosted.org/packages/64/df/551c14e2be4ece5fe7c464c4dac7d4938e5ef964dcf682ce85be05ff72a6/pytorch-land-0.1.2.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "19c0599335447d838cd03d9ba2f8cc4c",
                    "sha256": "d85b5cace6dae7b3a5420376d7bab51c221e733edcb4c517e11d07b89ca24d9e"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "19c0599335447d838cd03d9ba2f8cc4c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 18059,
                "upload_time": "2019-10-28T11:22:02",
                "upload_time_iso_8601": "2019-10-28T11:22:02.787704Z",
                "url": "https://files.pythonhosted.org/packages/3a/97/6d7d15852a955a04e7da5c863961d423d3d5cfc38cf9b0ea5e793b040a3a/pytorch-land-0.1.3.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "90d99ce845dd779564b2742d268bc399",
                    "sha256": "6be0a5ee1436c862912f4fd77781a3ab28f93b4ad9017c51495d306909046b24"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "90d99ce845dd779564b2742d268bc399",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 18136,
                "upload_time": "2019-10-31T01:21:21",
                "upload_time_iso_8601": "2019-10-31T01:21:21.066329Z",
                "url": "https://files.pythonhosted.org/packages/83/bd/61e170b3d17a806fb3d7bd944754213aace4fad2cc8702d7a2ee5db48168/pytorch-land-0.1.4.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "dfddc024f5737fd853292379acc3d6eb",
                    "sha256": "b2e24c3228575ea9128d06999838258207245a86a8d5e5a9392b63a7d3ce393b"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "dfddc024f5737fd853292379acc3d6eb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 18189,
                "upload_time": "2019-10-31T02:23:25",
                "upload_time_iso_8601": "2019-10-31T02:23:25.188379Z",
                "url": "https://files.pythonhosted.org/packages/a5/02/5b9e4127b8a7513dfdfa26bbcfb75fc851966a1ae14ffe9406e5441e5236/pytorch-land-0.1.5.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ],
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "46c936721c9cd189b3bd4adb22ad3470",
                    "sha256": "4bd4ae298fc9127f5235c9f95ebd3853b4c4ecec3ff6991ea49a487b5a3651a5"
                },
                "downloads": -1,
                "filename": "pytorch-land-0.1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "46c936721c9cd189b3bd4adb22ad3470",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 18481,
                "upload_time": "2019-11-05T23:39:27",
                "upload_time_iso_8601": "2019-11-05T23:39:27.109732Z",
                "url": "https://files.pythonhosted.org/packages/36/2a/a869d584440bce91e51d4df4f2124494bf851596e625e5fe9777d80b3450/pytorch-land-0.1.6.tar.gz",
                "yanked": false,
                "yanked_reason": null
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "46c936721c9cd189b3bd4adb22ad3470",
                "sha256": "4bd4ae298fc9127f5235c9f95ebd3853b4c4ecec3ff6991ea49a487b5a3651a5"
            },
            "downloads": -1,
            "filename": "pytorch-land-0.1.6.tar.gz",
            "has_sig": false,
            "md5_digest": "46c936721c9cd189b3bd4adb22ad3470",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 18481,
            "upload_time": "2019-11-05T23:39:27",
            "upload_time_iso_8601": "2019-11-05T23:39:27.109732Z",
            "url": "https://files.pythonhosted.org/packages/36/2a/a869d584440bce91e51d4df4f2124494bf851596e625e5fe9777d80b3450/pytorch-land-0.1.6.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "vulnerabilities": []
}