Deep Learning Playground

Learning and playing around with pytorch by doing textbook exercises, paper reproductions, etc.

Partial Paper Reproductions

Where I attempt to reproduce part of papers I find interesting. Should not be taken as rigorous reproduction attempts.

• A Closer Look at Memorization in Deep Networks
• Understanding Batch Normalization
• Deep Learning is Robust to Massive Label Noise

D2L Exercises

Some exercises from the Dive Into Deep Learning Book

• Section 7.6: LeNet
• Section 8.5: Batch Norm