openfxy 0.1.1

Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.

# FXY：*Security-Scenes-Feature-Engineering-Toolkit*

[](https://www.python.org/) [](https://github.com/404notf0und/FXY/blob/master/LICENSE) [](https://github.com/404notf0und/FXY/tree/master/data) [](https://github.com/404notf0und/FXY/blob/master/feature_vec/nlp2vec.py) [](https://github.com/404notf0und/FXY/stargazers)

[中文文档](https://github.com/404notf0und/FXY/blob/master/CN-README.md)

FXY is an open-sourced feature engineering framework for data preprocessing, feature engineering, model training and testing in multiple security scenes.

# Features

• Supports the feature engineering of multiple security scenarios

• Built-in multiple universal feature engineering methods

• Built-in multiple deep learning models

• Pipline jobs

# Requirements

• Python3.7

• Pip

# Installation

git clone https://github.com/404notf0und/FXY

pip install -r requirement.txt

# Usage

from feature_vec.nlp2vec import tfidf,wordindex,word2vec nlp=word2vec(one_class=False,tunning=True,punctuation=’concise’) fx1,fy1=nlp.fit_transform(x1,y1) fx2=nlp.transform(x2)

# Documentation

• [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)

• [Quick Start](https://github.com/404notf0und/FXY/blob/master/FXY.py)

• [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)

# How to Contribute

1. Check for open issues or open a fresh issue to start a discussion around a feature idea or a bug

2. Email me [[e-mail]]([e-mail])

3. Welcome to submit Feature-Engineering scripts,The method you contributed will be made public.

# Other

• [Issues](https://github.com/404notf0und/FXY/issues/new)

• [License](https://github.com/404notf0und/FXY/blob/master/LICENSE)

# Contact

• mail：[e-mail]