koalazf99 / CS385Projects

Independent Projects for SJTU CS385

SJTU CS385 project1

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Task is divided by two parts: Classification and Generatiion.

environment requirement:

• >= python 3.0
• pytorch
• numpy
• matplotlib

dataset

• MNIST

classification method

• logistice regression
• ridge regression
• lasso regression
• SVM
• simple CNN

generation method

• VAE(including t-SNE and PCA visualization)