forrestzhang/ML-assignments

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 challenging but cheerful work!

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