Jackjun724 / ml_roadmap

Self-learning Machine Learning road map

Road Map

• Regression
  • Linear Regression (作业没保存，借用了Hung-Yi Lee老师的代码进行Archive)
• Classification
  • Logistatic Regression
    • Use scikit-learn package
    • 手动求导
    • 单Hidden Layer
    • 鸢尾花数据集
  • 手写数字辨识之Softmax
    • Use PyTorch
    • Mnist dataset
  • 手写数字辨识之CNN
    • Use PyTorch
    • Convolutional Neural Network
    • High Accurary
    • Mnist dataset
• RNN
  • LSTM