Sakura-gh / ML-assignments

about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.

ML assignments, about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning. It will be challenge but cheerful work!

Learning Map

• introduction
• 学习笔记：https://github.com/Sakura-gh/ML-notes

Assignments

• 1_Regression

• 2_Classification

• 3_CNN

• 4_RNN

• 5_Explainable AI

• 6_Adversarial Attack

• 7_Network Compression

• 8_Seq2Seq

• 9_Unsupervised Learning

• 10_Anomaly Detection

• 11_GAN

• 12_Transfer Learning

• 13_Meta Learning

• 14_Life Long Learning

• 15_Reinforcement Learning