# ml-learn

**Repository Path**: wxwxzhang/ml-learn

## Basic Information

- **Project Name**: ml-learn
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-07-08
- **Last Updated**: 2021-04-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ml-learn

## Kaggle

- [信用卡诈骗识别](./kaggle/CreditCardFraud/joparga3.ipynb)
- [Titanic(TOP 20%)](./kaggle/Titanic/yassineghouzam.ipynb)


## 小实践

- [基于kNN的验证码识别](./kNN/verify-code.ipynb)
- [垃圾邮件分类（朴素贝叶斯）](./naive-bayes/spam.ipynb)
- [大学录取（逻辑回归，实现梯度下降和牛顿法）](./logistic-regression/logistic-college-admit.ipynb)


## Python

- [NumPy基础](./python-learning/numpy/numpy_summary.ipynb)
- [Pandas基础](./python-learning/pandas/pandas_summary.ipynb)