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23.0 1.0 6.0 10.1 MB

基于机器学习的 iOS 中文垃圾短信过滤 App

License: MIT License

Jupyter Notebook 30.26% Swift 18.44% Objective-C 0.33% Objective-C++ 0.54% C++ 50.15% Python 0.28%

machine-learning jieba message-filtering ios-app swift4 swift ios-swift

smsfilters's Introduction

SMSFilters

一个基于机器学习的 iOS 短信过滤 App。

训练模型

见 model 目录，依照 Jupyter Notebook 进行，可以使用 conda 安装环境：

$ cd model
# 创建环境
$ conda env create --file=environment.yml

App

见 iOS，目前尚未完成。

功能列表

主要
- 开启短信过滤功能（开启方式）
- 准确性测试
- 提交短信
自定义规则
- 关键词黑名单
- 关键词白名单
- 号码黑名单
- 号码白名单
关于
- 帮助和常见问题
- 隐私政策
- 向朋友推荐
- 软件评分
- 关于作者

界面截图

主要界面	短信测试界面

smsfilters's People

Contributors

Stargazers

Watchers

Forkers

sunsetwan arryboom zxlzktpd orchan andforce zhangjh

smsfilters's Issues

这个项目是如何 import Alamofire 的？

你好，请问是用 CocoaPods pod install 吗？还有，在本地运行之前，需要先在 Jupyter Notebook 上训练 model 吗？谢谢

请教一下信息识别准确率？

我进行了些测试，大部分信息会被检测为垃圾信息
怎样才能提高了？

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