openfxy 0.1.3

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

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

中文文档

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 requirements.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

• Quick Start

• Development

• Report

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]

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

Other

• Issues

• License

Contact

• mail：[e-mail]