{ "info": { "author": "Inhyuk Na", "author_email": "ina@dblab.postech.ac.kr", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# Tree LSTM\nThis repository contains a Pytorch Implementation of \"Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks \"\n(https://arxiv.org/abs/1503.00075).\n\nThis contains two type of tree-lstm (Child sum, N-ary). This was tested by Python 3.6, Pytorch 1.3.0., and this internally uses dgl 0.4.0\n\n\nThis repository referenced https://github.com/dmlc/dgl/blob/master/examples/pytorch/tree_lstm/tree_lstm.py\n\nInstallation\n===\n```pip install tree-lstm```\n\nafter installed, you can use this via\n\n```import TreeLSTM, Tree, BatchedTree```\n\nUsage\n=====\n1. make Tree object (initialize with arbitrary tensor)\n2. make BatchedTree object using list of Tree object\n3. make TreeLSTM object (inherited from torch.nn.Module)\n4. pass BatchedTree object into TreeLSTM object\n\nFor more detailed usage, please see `test.py`\n\nThanks for reporting issues / contributions / starts / watches!\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/inyukwo1/tree-lstm", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "tree-lstm", 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