{ "info": { "author": "Prajjwal Bhargava", "author_email": "prajjwalin@pm.me", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Topic :: Scientific/Engineering" ], "description": "# tensorop\n\n\n[![PyPI version](https://badge.fury.io/py/tensorop.svg)](https://badge.fury.io/py/tensorop) \n\nTensorop is a Deep Learning library built over Pytorch to accelerate research in the simplest manner possible without compromising on flexibility. Each module/object returned can be used with Pytorch at any moment (total sync). It can also be extended with [fastai](https://github.com/fastai/fastai).\n\n## Getting Started\n\n### Prerequisites\n\nInstall `pytorch` and `torchvision` from [pytorch.org](pytorch.org)\n- Pytorch 1.0\n- Torchvision\n- Fastai (Optional: Can be extended)\n- Pandas\n- Numpy \n\n### Installing\nUsing with git (Recommended method)\n``` \n$ git clone https://github.com/prajjwal1/tensorop\n$ cd tensorop\n```\n\nInstallation via Pypi\n```\n$ pip3 install tensorop\n```\nPypi install is not being updated regularly until v0.1 comes out\n\n### Example/Tutorials\nTutorials can be found [here](https://github.com/prajjwal1/tensorop/tree/master/nbs). They may not be updated,please refer to docs for updated API or file an issue. \n- Image Classification\n - [Example 1](https://github.com/prajjwal1/tensorop/blob/master/nbs/example1.ipynb)\n\n## Docs\nDocs can be found [here](https://github.com/prajjwal1/tensorop/tree/master/docs).\n\n### Components (Structure)\n- Model\n- Dataset\n- Loss\n- Norm\n- Torch Utils\n- Trainer\n- Transforms\n- Ensembling \n- Utils\n\nThese are frequently changing once `v0.1` is out\n\n## Contributing\nThere is so much work which needs to be done as of now, PRs are always welcome.\n\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/prajjwal1/tensorop", "keywords": "", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "tensorop", "package_url": "https://pypi.org/project/tensorop/", "platform": "", "project_url": "https://pypi.org/project/tensorop/", 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