NNClassicModels

Write classic Deep learning Neural NetWork via python + pytorch.

Modulus

Exercise 1

• basicTry.ipynb : First try, learn basic knowledge of pytorch

• LinearRegression.ipynb : simple Linear Regression via pytorch

• LogisticRegression.ipynb : simple Logistic Regression via pytorch

Exercise 2

• feedforwardNN.ipynb : First try, a simple NN

• CNN.ipynb : First try, a simple CNN

• LeNet5-AlexNet.ipynb : LeNet5 and AlexNet (CNN)

• ResidualNN.ipynb : ResidualNN (CNN)

Exercise 3

• RNN-LSTM.ipynb : Find space group of input cell

(continue...)

Reference

pytorch tutorial: https://github.com/yunjey/pytorch-tutorial CNN related classic NN: https://github.com/mandeer

Author

Cecilia9999: https://github.com/Cecilia9999/