greenlab


Namegreenlab JSON
Version 0.0.3 PyPI version JSON
download
home_page
SummaryGreen Learning Library
upload_time2023-05-26 10:22:00
maintainer
docs_urlNone
author
requires_python>=3.7
license
keywords
VCS
bugtrack_url
requirements appdirs asttokens backcall backports.functools-lru-cache bleach build cachetools certifi cffi chardet charset-normalizer click cmake colorama contourpy cryptography cycler debugpy decorator distlib docutils entrypoints exceptiongroup executing filelock fonttools idna importlib-metadata iniconfig ipykernel ipython jaraco.classes jedi jeepney Jinja2 joblib jupyter-client jupyter_core keyring kiwisolver lit markdown-it-py MarkupSafe matplotlib matplotlib-inline mdurl more-itertools mpmath nest-asyncio networkx nltk numpy nvidia-cublas-cu11 nvidia-cuda-cupti-cu11 nvidia-cuda-nvrtc-cu11 nvidia-cuda-runtime-cu11 nvidia-cudnn-cu11 nvidia-cufft-cu11 nvidia-curand-cu11 nvidia-cusolver-cu11 nvidia-cusparse-cu11 nvidia-nccl-cu11 nvidia-nvtx-cu11 opencv-python packaging parso pexpect pickleshare Pillow pip pkginfo platformdirs pluggy prompt-toolkit psutil ptyprocess pure-eval pycparser Pygments pyparsing pyproject_api pyproject_hooks pytest python-dateutil pyzmq readme-renderer regex requests requests-toolbelt rfc3986 rich scenedetect scikit-learn scipy SecretStorage setuptools six stack-data sympy threadpoolctl tomli torch torchaudio torchvision tornado tox tqdm traitlets triton twine typing_extensions urllib3 virtualenv wcwidth webencodings wheel xgboost zipp
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # Green Lab

## Installation

The code requires `python>=3.8`, as well as `pytorch>=1.7` and `torchvision>=0.8`. Please follow the instructions [here](https://pytorch.org/get-started/locally/) to install both PyTorch and TorchVision dependencies.

Install Green Lab:

```
pip install greenlab
```

Install dependencies:

```
pip install -r requirements.txt
```
or if you are using conda:
```
conda env create -f environment.yml
```

## <a name="GettingStarted"></a>Getting Started



## Citing Green Lab

If you use Green Lab in your research, please use the following BibTeX entry.

```
@inproceedings{chen2021defakehop,
  title={Defakehop: A light-weight high-performance deepfake detector},
  author={Chen, Hong-Shuo and Rouhsedaghat, Mozhdeh and Ghani, Hamza and Hu, Shuowen and You, Suya and Kuo, C-C Jay},
  booktitle={2021 IEEE International Conference on Multimedia and Expo (ICME)},
  pages={1--6},
  year={2021},
  organization={IEEE}
}
```

            

Raw data

            {
    "_id": null,
    "home_page": "",
    "name": "greenlab",
    "maintainer": "",
    "docs_url": null,
    "requires_python": ">=3.7",
    "maintainer_email": "",
    "keywords": "",
    "author": "",
    "author_email": "Hong-Shuo Chen <hongshuo@usc.edu>",
    "download_url": "https://files.pythonhosted.org/packages/0a/89/1b99dfa82967cb3a415c1365604d683d9c7c3bf575bf79f716de4a941b8d/greenlab-0.0.3.tar.gz",
    "platform": null,
    "description": "# Green Lab\n\n## Installation\n\nThe code requires `python>=3.8`, as well as `pytorch>=1.7` and `torchvision>=0.8`. Please follow the instructions [here](https://pytorch.org/get-started/locally/) to install both PyTorch and TorchVision dependencies.\n\nInstall Green Lab:\n\n```\npip install greenlab\n```\n\nInstall dependencies:\n\n```\npip install -r requirements.txt\n```\nor if you are using conda:\n```\nconda env create -f environment.yml\n```\n\n## <a name=\"GettingStarted\"></a>Getting Started\n\n\n\n## Citing Green Lab\n\nIf you use Green Lab in your research, please use the following BibTeX entry.\n\n```\n@inproceedings{chen2021defakehop,\n  title={Defakehop: A light-weight high-performance deepfake detector},\n  author={Chen, Hong-Shuo and Rouhsedaghat, Mozhdeh and Ghani, Hamza and Hu, Shuowen and You, Suya and Kuo, C-C Jay},\n  booktitle={2021 IEEE International Conference on Multimedia and Expo (ICME)},\n  pages={1--6},\n  year={2021},\n  organization={IEEE}\n}\n```\n",
    "bugtrack_url": null,
    "license": "",
    "summary": "Green Learning Library",
    "version": "0.0.3",
    "project_urls": {
        "Bug Tracker": "https://github.com/hongshuochen/greenlab/issues",
        "Homepage": "https://github.com/hongshuochen/greenlab"
    },
    "split_keywords": [],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "bf6c698d745eeb3b449b7e96716159ec6457888dad9f57d53b7e419c3bf48dfe",
                "md5": "2bde0892313748dde1cdcc1d784cd1c9",
                "sha256": "98c417aa15600cdf5f8835dd8473929ae87f3a0e5b3b314b6d7d9940c75606b3"
            },
            "downloads": -1,
            "filename": "greenlab-0.0.3-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "2bde0892313748dde1cdcc1d784cd1c9",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.7",
            "size": 9762,
            "upload_time": "2023-05-26T10:21:58",
            "upload_time_iso_8601": "2023-05-26T10:21:58.175138Z",
            "url": "https://files.pythonhosted.org/packages/bf/6c/698d745eeb3b449b7e96716159ec6457888dad9f57d53b7e419c3bf48dfe/greenlab-0.0.3-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "0a891b99dfa82967cb3a415c1365604d683d9c7c3bf575bf79f716de4a941b8d",
                "md5": "734cbf0fc1c2d0c8d121212bde318cb4",
                "sha256": "c0792694bc96bd51913272c23dc0c0fde5673aa4272fd31bb206f79b1ff1a965"
            },
            "downloads": -1,
            "filename": "greenlab-0.0.3.tar.gz",
            "has_sig": false,
            "md5_digest": "734cbf0fc1c2d0c8d121212bde318cb4",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.7",
            "size": 9512,
            "upload_time": "2023-05-26T10:22:00",
            "upload_time_iso_8601": "2023-05-26T10:22:00.603563Z",
            "url": "https://files.pythonhosted.org/packages/0a/89/1b99dfa82967cb3a415c1365604d683d9c7c3bf575bf79f716de4a941b8d/greenlab-0.0.3.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2023-05-26 10:22:00",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "hongshuochen",
    "github_project": "greenlab",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": false,
    "requirements": [
        {
            "name": "appdirs",
            "specs": [
                [
                    "==",
                    "1.4.4"
                ]
            ]
        },
        {
            "name": "asttokens",
            "specs": [
                [
                    "==",
                    "2.2.1"
                ]
            ]
        },
        {
            "name": "backcall",
            "specs": [
                [
                    "==",
                    "0.2.0"
                ]
            ]
        },
        {
            "name": "backports.functools-lru-cache",
            "specs": [
                [
                    "==",
                    "1.6.4"
                ]
            ]
        },
        {
            "name": "bleach",
            "specs": [
                [
                    "==",
                    "6.0.0"
                ]
            ]
        },
        {
            "name": "build",
            "specs": [
                [
                    "==",
                    "0.10.0"
                ]
            ]
        },
        {
            "name": "cachetools",
            "specs": [
                [
                    "==",
                    "5.3.0"
                ]
            ]
        },
        {
            "name": "certifi",
            "specs": [
                [
                    "==",
                    "2023.5.7"
                ]
            ]
        },
        {
            "name": "cffi",
            "specs": [
                [
                    "==",
                    "1.15.1"
                ]
            ]
        },
        {
            "name": "chardet",
            "specs": [
                [
                    "==",
                    "5.1.0"
                ]
            ]
        },
        {
            "name": "charset-normalizer",
            "specs": [
                [
                    "==",
                    "3.1.0"
                ]
            ]
        },
        {
            "name": "click",
            "specs": [
                [
                    "==",
                    "8.1.3"
                ]
            ]
        },
        {
            "name": "cmake",
            "specs": [
                [
                    "==",
                    "3.26.3"
                ]
            ]
        },
        {
            "name": "colorama",
            "specs": [
                [
                    "==",
                    "0.4.6"
                ]
            ]
        },
        {
            "name": "contourpy",
            "specs": [
                [
                    "==",
                    "1.0.7"
                ]
            ]
        },
        {
            "name": "cryptography",
            "specs": [
                [
                    "==",
                    "40.0.2"
                ]
            ]
        },
        {
            "name": "cycler",
            "specs": [
                [
                    "==",
                    "0.11.0"
                ]
            ]
        },
        {
            "name": "debugpy",
            "specs": [
                [
                    "==",
                    "1.5.1"
                ]
            ]
        },
        {
            "name": "decorator",
            "specs": [
                [
                    "==",
                    "5.1.1"
                ]
            ]
        },
        {
            "name": "distlib",
            "specs": [
                [
                    "==",
                    "0.3.6"
                ]
            ]
        },
        {
            "name": "docutils",
            "specs": [
                [
                    "==",
                    "0.19"
                ]
            ]
        },
        {
            "name": "entrypoints",
            "specs": [
                [
                    "==",
                    "0.4"
                ]
            ]
        },
        {
            "name": "exceptiongroup",
            "specs": [
                [
                    "==",
                    "1.1.1"
                ]
            ]
        },
        {
            "name": "executing",
            "specs": [
                [
                    "==",
                    "1.2.0"
                ]
            ]
        },
        {
            "name": "filelock",
            "specs": [
                [
                    "==",
                    "3.12.0"
                ]
            ]
        },
        {
            "name": "fonttools",
            "specs": [
                [
                    "==",
                    "4.39.3"
                ]
            ]
        },
        {
            "name": "idna",
            "specs": [
                [
                    "==",
                    "3.4"
                ]
            ]
        },
        {
            "name": "importlib-metadata",
            "specs": [
                [
                    "==",
                    "6.6.0"
                ]
            ]
        },
        {
            "name": "iniconfig",
            "specs": [
                [
                    "==",
                    "2.0.0"
                ]
            ]
        },
        {
            "name": "ipykernel",
            "specs": [
                [
                    "==",
                    "6.15.0"
                ]
            ]
        },
        {
            "name": "ipython",
            "specs": [
                [
                    "==",
                    "8.13.2"
                ]
            ]
        },
        {
            "name": "jaraco.classes",
            "specs": [
                [
                    "==",
                    "3.2.3"
                ]
            ]
        },
        {
            "name": "jedi",
            "specs": [
                [
                    "==",
                    "0.18.2"
                ]
            ]
        },
        {
            "name": "jeepney",
            "specs": [
                [
                    "==",
                    "0.8.0"
                ]
            ]
        },
        {
            "name": "Jinja2",
            "specs": [
                [
                    "==",
                    "3.1.2"
                ]
            ]
        },
        {
            "name": "joblib",
            "specs": [
                [
                    "==",
                    "1.2.0"
                ]
            ]
        },
        {
            "name": "jupyter-client",
            "specs": [
                [
                    "==",
                    "7.3.4"
                ]
            ]
        },
        {
            "name": "jupyter_core",
            "specs": [
                [
                    "==",
                    "5.3.0"
                ]
            ]
        },
        {
            "name": "keyring",
            "specs": [
                [
                    "==",
                    "23.13.1"
                ]
            ]
        },
        {
            "name": "kiwisolver",
            "specs": [
                [
                    "==",
                    "1.4.4"
                ]
            ]
        },
        {
            "name": "lit",
            "specs": [
                [
                    "==",
                    "16.0.3"
                ]
            ]
        },
        {
            "name": "markdown-it-py",
            "specs": [
                [
                    "==",
                    "2.2.0"
                ]
            ]
        },
        {
            "name": "MarkupSafe",
            "specs": [
                [
                    "==",
                    "2.1.2"
                ]
            ]
        },
        {
            "name": "matplotlib",
            "specs": [
                [
                    "==",
                    "3.7.1"
                ]
            ]
        },
        {
            "name": "matplotlib-inline",
            "specs": [
                [
                    "==",
                    "0.1.6"
                ]
            ]
        },
        {
            "name": "mdurl",
            "specs": [
                [
                    "==",
                    "0.1.2"
                ]
            ]
        },
        {
            "name": "more-itertools",
            "specs": [
                [
                    "==",
                    "9.1.0"
                ]
            ]
        },
        {
            "name": "mpmath",
            "specs": [
                [
                    "==",
                    "1.3.0"
                ]
            ]
        },
        {
            "name": "nest-asyncio",
            "specs": [
                [
                    "==",
                    "1.5.6"
                ]
            ]
        },
        {
            "name": "networkx",
            "specs": [
                [
                    "==",
                    "3.1"
                ]
            ]
        },
        {
            "name": "nltk",
            "specs": [
                [
                    "==",
                    "3.8.1"
                ]
            ]
        },
        {
            "name": "numpy",
            "specs": [
                [
                    "==",
                    "1.24.3"
                ]
            ]
        },
        {
            "name": "nvidia-cublas-cu11",
            "specs": [
                [
                    "==",
                    "11.10.3.66"
                ]
            ]
        },
        {
            "name": "nvidia-cuda-cupti-cu11",
            "specs": [
                [
                    "==",
                    "11.7.101"
                ]
            ]
        },
        {
            "name": "nvidia-cuda-nvrtc-cu11",
            "specs": [
                [
                    "==",
                    "11.7.99"
                ]
            ]
        },
        {
            "name": "nvidia-cuda-runtime-cu11",
            "specs": [
                [
                    "==",
                    "11.7.99"
                ]
            ]
        },
        {
            "name": "nvidia-cudnn-cu11",
            "specs": [
                [
                    "==",
                    "8.5.0.96"
                ]
            ]
        },
        {
            "name": "nvidia-cufft-cu11",
            "specs": [
                [
                    "==",
                    "10.9.0.58"
                ]
            ]
        },
        {
            "name": "nvidia-curand-cu11",
            "specs": [
                [
                    "==",
                    "10.2.10.91"
                ]
            ]
        },
        {
            "name": "nvidia-cusolver-cu11",
            "specs": [
                [
                    "==",
                    "11.4.0.1"
                ]
            ]
        },
        {
            "name": "nvidia-cusparse-cu11",
            "specs": [
                [
                    "==",
                    "11.7.4.91"
                ]
            ]
        },
        {
            "name": "nvidia-nccl-cu11",
            "specs": [
                [
                    "==",
                    "2.14.3"
                ]
            ]
        },
        {
            "name": "nvidia-nvtx-cu11",
            "specs": [
                [
                    "==",
                    "11.7.91"
                ]
            ]
        },
        {
            "name": "opencv-python",
            "specs": [
                [
                    "==",
                    "4.7.0.72"
                ]
            ]
        },
        {
            "name": "packaging",
            "specs": [
                [
                    "==",
                    "23.1"
                ]
            ]
        },
        {
            "name": "parso",
            "specs": [
                [
                    "==",
                    "0.8.3"
                ]
            ]
        },
        {
            "name": "pexpect",
            "specs": [
                [
                    "==",
                    "4.8.0"
                ]
            ]
        },
        {
            "name": "pickleshare",
            "specs": [
                [
                    "==",
                    "0.7.5"
                ]
            ]
        },
        {
            "name": "Pillow",
            "specs": [
                [
                    "==",
                    "9.5.0"
                ]
            ]
        },
        {
            "name": "pip",
            "specs": [
                [
                    "==",
                    "22.3.1"
                ]
            ]
        },
        {
            "name": "pkginfo",
            "specs": [
                [
                    "==",
                    "1.9.6"
                ]
            ]
        },
        {
            "name": "platformdirs",
            "specs": [
                [
                    "==",
                    "3.5.0"
                ]
            ]
        },
        {
            "name": "pluggy",
            "specs": [
                [
                    "==",
                    "1.0.0"
                ]
            ]
        },
        {
            "name": "prompt-toolkit",
            "specs": [
                [
                    "==",
                    "3.0.38"
                ]
            ]
        },
        {
            "name": "psutil",
            "specs": [
                [
                    "==",
                    "5.9.0"
                ]
            ]
        },
        {
            "name": "ptyprocess",
            "specs": [
                [
                    "==",
                    "0.7.0"
                ]
            ]
        },
        {
            "name": "pure-eval",
            "specs": [
                [
                    "==",
                    "0.2.2"
                ]
            ]
        },
        {
            "name": "pycparser",
            "specs": [
                [
                    "==",
                    "2.21"
                ]
            ]
        },
        {
            "name": "Pygments",
            "specs": [
                [
                    "==",
                    "2.15.1"
                ]
            ]
        },
        {
            "name": "pyparsing",
            "specs": [
                [
                    "==",
                    "3.0.9"
                ]
            ]
        },
        {
            "name": "pyproject_api",
            "specs": [
                [
                    "==",
                    "1.5.1"
                ]
            ]
        },
        {
            "name": "pyproject_hooks",
            "specs": [
                [
                    "==",
                    "1.0.0"
                ]
            ]
        },
        {
            "name": "pytest",
            "specs": [
                [
                    "==",
                    "7.3.1"
                ]
            ]
        },
        {
            "name": "python-dateutil",
            "specs": [
                [
                    "==",
                    "2.8.2"
                ]
            ]
        },
        {
            "name": "pyzmq",
            "specs": [
                [
                    "==",
                    "25.0.2"
                ]
            ]
        },
        {
            "name": "readme-renderer",
            "specs": [
                [
                    "==",
                    "37.3"
                ]
            ]
        },
        {
            "name": "regex",
            "specs": [
                [
                    "==",
                    "2023.3.23"
                ]
            ]
        },
        {
            "name": "requests",
            "specs": [
                [
                    "==",
                    "2.30.0"
                ]
            ]
        },
        {
            "name": "requests-toolbelt",
            "specs": [
                [
                    "==",
                    "1.0.0"
                ]
            ]
        },
        {
            "name": "rfc3986",
            "specs": [
                [
                    "==",
                    "2.0.0"
                ]
            ]
        },
        {
            "name": "rich",
            "specs": [
                [
                    "==",
                    "13.3.5"
                ]
            ]
        },
        {
            "name": "scenedetect",
            "specs": [
                [
                    "==",
                    "0.6.1"
                ]
            ]
        },
        {
            "name": "scikit-learn",
            "specs": [
                [
                    "==",
                    "1.2.2"
                ]
            ]
        },
        {
            "name": "scipy",
            "specs": [
                [
                    "==",
                    "1.10.1"
                ]
            ]
        },
        {
            "name": "SecretStorage",
            "specs": [
                [
                    "==",
                    "3.3.3"
                ]
            ]
        },
        {
            "name": "setuptools",
            "specs": [
                [
                    "==",
                    "65.6.3"
                ]
            ]
        },
        {
            "name": "six",
            "specs": [
                [
                    "==",
                    "1.16.0"
                ]
            ]
        },
        {
            "name": "stack-data",
            "specs": [
                [
                    "==",
                    "0.6.2"
                ]
            ]
        },
        {
            "name": "sympy",
            "specs": [
                [
                    "==",
                    "1.11.1"
                ]
            ]
        },
        {
            "name": "threadpoolctl",
            "specs": [
                [
                    "==",
                    "3.1.0"
                ]
            ]
        },
        {
            "name": "tomli",
            "specs": [
                [
                    "==",
                    "2.0.1"
                ]
            ]
        },
        {
            "name": "torch",
            "specs": [
                [
                    "==",
                    "2.0.1"
                ]
            ]
        },
        {
            "name": "torchaudio",
            "specs": [
                [
                    "==",
                    "2.0.2"
                ]
            ]
        },
        {
            "name": "torchvision",
            "specs": [
                [
                    "==",
                    "0.15.2"
                ]
            ]
        },
        {
            "name": "tornado",
            "specs": [
                [
                    "==",
                    "6.1"
                ]
            ]
        },
        {
            "name": "tox",
            "specs": [
                [
                    "==",
                    "4.5.1"
                ]
            ]
        },
        {
            "name": "tqdm",
            "specs": [
                [
                    "==",
                    "4.65.0"
                ]
            ]
        },
        {
            "name": "traitlets",
            "specs": [
                [
                    "==",
                    "5.9.0"
                ]
            ]
        },
        {
            "name": "triton",
            "specs": [
                [
                    "==",
                    "2.0.0"
                ]
            ]
        },
        {
            "name": "twine",
            "specs": [
                [
                    "==",
                    "4.0.2"
                ]
            ]
        },
        {
            "name": "typing_extensions",
            "specs": [
                [
                    "==",
                    "4.5.0"
                ]
            ]
        },
        {
            "name": "urllib3",
            "specs": [
                [
                    "==",
                    "2.0.2"
                ]
            ]
        },
        {
            "name": "virtualenv",
            "specs": [
                [
                    "==",
                    "20.23.0"
                ]
            ]
        },
        {
            "name": "wcwidth",
            "specs": [
                [
                    "==",
                    "0.2.6"
                ]
            ]
        },
        {
            "name": "webencodings",
            "specs": [
                [
                    "==",
                    "0.5.1"
                ]
            ]
        },
        {
            "name": "wheel",
            "specs": [
                [
                    "==",
                    "0.37.1"
                ]
            ]
        },
        {
            "name": "xgboost",
            "specs": [
                [
                    "==",
                    "1.7.5"
                ]
            ]
        },
        {
            "name": "zipp",
            "specs": [
                [
                    "==",
                    "3.15.0"
                ]
            ]
        }
    ],
    "tox": true,
    "lcname": "greenlab"
}
        
Elapsed time: 0.07177s