# DeepLearning

**Repository Path**: RockYuan/DeepLearning

## Basic Information

- **Project Name**: DeepLearning
- **Description**: Kaggle的反电信诈骗冠军详细注解和验证
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2022-05-04
- **Last Updated**: 2023-01-28

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# DeepLearning

## kaggle的信用卡反欺诈比赛
https://www.kaggle.com/competitions/ieee-fraud-detection

## 脚本说明
`eda-for-columns-v-and-id.ipynb` CHRIS DEOTTE探索性数据分析脚本(加注解)

`train_fraud_detection.py` 用automl训练的脚本

`ieee_fraud_detection.ipynb` 分析和生成预测集脚本

`xgb-fraud-with-magic-0-9600.ipynb` CHRIS DEOTTE的冠军数据特征处理和训练预测脚本(加注解)

## 特别鸣谢 Special thanks to
**感谢CHRIS DEOTTE和KONSTANTIN YAKOVLEV的分享, 很好说明数据科学和特征工程的重要性**