{"id":18688022,"url":"https://github.com/404notf0und/fxy","last_synced_at":"2025-10-16T03:24:10.593Z","repository":{"id":39726948,"uuid":"227839471","full_name":"404notf0und/FXY","owner":"404notf0und","description":"Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具","archived":false,"fork":false,"pushed_at":"2023-05-22T22:45:52.000Z","size":79250,"stargazers_count":58,"open_issues_count":3,"forks_count":19,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-09-16T04:25:36.228Z","etag":null,"topics":["data-analysis","data-mining","feature-engineering","machine-learning","security","security-scenes"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/404notf0und.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-12-13T12:50:44.000Z","updated_at":"2024-06-20T02:26:53.000Z","dependencies_parsed_at":"2023-01-22T04:45:54.579Z","dependency_job_id":null,"html_url":"https://github.com/404notf0und/FXY","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/404notf0und%2FFXY","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/404notf0und%2FFXY/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/404notf0und%2FFXY/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/404notf0und%2FFXY/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/404notf0und","download_url":"https://codeload.github.com/404notf0und/FXY/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223499333,"owners_count":17155537,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data-analysis","data-mining","feature-engineering","machine-learning","security","security-scenes"],"created_at":"2024-11-07T10:35:19.140Z","updated_at":"2025-10-16T03:24:10.521Z","avatar_url":"https://github.com/404notf0und.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FXY：***Security-Scenes-Feature-Engineering-Toolkit***\n\n[![](https://img.shields.io/badge/python-3.7-red)](https://www.python.org/) [![](https://img.shields.io/github/license/404notf0und/fxy)](https://github.com/404notf0und/FXY/blob/master/LICENSE) [![](https://img.shields.io/badge/Support%20Security%20Scenes-7%2B-green)](https://github.com/404notf0und/FXY/tree/master/data) [![](https://img.shields.io/badge/Feature%20Methods-3%2B-yellow)](https://github.com/404notf0und/FXY/blob/master/feature_vec/nlp2vec.py) [![](https://img.shields.io/github/stars/404notf0und/FXY)](https://github.com/404notf0und/FXY/stargazers)\n\n[中文文档](https://github.com/404notf0und/FXY/blob/master/CN-README.md)\n\nFXY is an open-sourced feature engineering framework for data preprocessing, feature engineering, model training and testing in multiple security scenes.\n\n# Features\n- Supports the feature engineering of multiple security scenarios\n- Built-in multiple universal feature engineering methods\n- Built-in multiple deep learning models\n- Pipline jobs\n\n# Requirements\n- Python3.7\n- Pip\n\n# Installation\n\tgit clone https://github.com/404notf0und/FXY\n    pip install -r requirement.txt\n\n# Usage\n\tfrom feature_vec.nlp2vec import tfidf,wordindex,word2vec\n\tnlp=word2vec(one_class=False,tunning=True,punctuation='concise')\n\tfx1,fy1=nlp.fit_transform(x1,y1)\n\tfx2=nlp.transform(x2)\n\n# Documentation\n- [Demand and Design](https://github.com/404notf0und/FXY/blob/master/docs/%E9%9C%80%E6%B1%82%E5%92%8C%E8%AE%BE%E8%AE%A1.md)\n- [Quick Start](https://github.com/404notf0und/FXY/blob/master/FXY.py)\n- [Development](https://github.com/404notf0und/FXY/blob/master/%E8%80%83%E8%99%91%E5%92%8C%E8%A7%A3%E5%86%B3%E7%9A%84%E9%97%AE%E9%A2%98.md)\n\n# How to Contribute\n1. Check for open issues or open a fresh issue to start a discussion around a feature idea or a bug\n2. Email me [root@4o4notfound.org](root@4o4notfound.org)\n3. Welcome to submit Feature-Engineering scripts,The method you contributed will be made public.\n\n# Other\n- [Issues](https://github.com/404notf0und/FXY/issues/new)\n- [License](https://github.com/404notf0und/FXY/blob/master/LICENSE)\n\n# Contact\n- mail：root@4o4notfound.org\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F404notf0und%2Ffxy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F404notf0und%2Ffxy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F404notf0und%2Ffxy/lists"}