{ "info": { "author": "Karthik Revanuru , Raghav Kulkarni , Rameshwar Pratap", "author_email": "karthik.revanuru@outlook.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# Compression Techniques for sparse binary data\n\n## In Development\n\n## Prerequisites ##\n* Python 2.7 or higher\n* [NumPy](http://numpy.org)\n* [scikit learn](https://scikit-learn.org/stable/)\n* Libraries: [Pickle], [random], [re]\n\n## Usage\n```\nfrom BinHash import hasher\ncorpus = 'path_to_the_folder_containing_documents'\nd = 10000\nk = 500\nmyhasher = hasher(corpus, d, k)\nsample_text = \"this is a sample text\"\nsample_hash = myhasher.hash_text(sample_text)\n```\n\n## Citation\n\nPlease cite these papers in your publications if it helps your research \n```\n@inproceedings{DBLP:conf/pakdd/PratapSK18,\n author = {Rameshwar Pratap and\n Ishan Sohony and\n Raghav Kulkarni},\n title = {Efficient Compression Technique for Sparse Sets},\n booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia\n Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018,\n Proceedings, Part {III}},\n pages = {164--176},\n year = {2018},\n crossref = {DBLP:conf/pakdd/2018-3},\n url = {https://doi.org/10.1007/978-3-319-93040-4\\_14},\n doi = {10.1007/978-3-319-93040-4\\_14},\n timestamp = {Tue, 19 Jun 2018 09:13:55 +0200},\n biburl = {https://dblp.org/rec/bib/conf/pakdd/PratapSK18},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n\n@inproceedings{compression,\n author = {Rameshwar Pratap and\n Raghav Kulkarni and\n\t\tIshan Sohony},\n title = {Efficient Dimensionality Reduction for Sparse Binary Data},\n booktitle = {IEEE International Conference on BIG DATA, Accepted},\n year = {2018}\n}\n```\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, 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