Dr Qi |
Survey of 10 DeepLearning (DL) trends different from classic machine learning |
|
OurSlide |
Youtube |
Generative DL Basics |
Youtube1 + Youtube2 |
NA |
Youtube |
Computation Graph for DL (pytorch vs. tensorflow |
Youtube URL + Youtube2 |
NA |
Youtube |
Auto Differentiation for DL |
Youtube1+ Youtube2 |
NA |
Youtube |
RL basics and DL-RL basics |
Youtube1 + Youtube2 |
NA |
Youtube |
Probabilistic programming and in DL Pyro |
Youtube1 + Youtube2 |
NA |
Youtube |
Basics of Software Testing for DL |
Youtube URL |
NA |
Course |
Bill_CNN_Ng_Lecture_Notes |
|
Bill’s Notes |
Course |
Bill_caltechMLnotes_ALL |
|
Bill’s Notes |
classic Paper |
The Lottery Ticket Hypothesis |
|
Morris’ Notes |
classic Paper |
NLP From Scratch |
|
Morris’ Notes |
classic Paper |
Statistical Modeling The Two Cultures |
|
Morris’ Notes |
classic Paper |
Attention_is_All_You_Need |
|
Eli’ Notes |
classic Paper |
YOLO |
|
Eli’ Notes |
classic Paper |
Neural Turing Machine |
|
Jake Survey |
classic Paper |
BERT (Bidirectional Encoder Representation for Transformers): Pretraining of Deep Bidirectional Transformers for Language Understanding |
|
Rishab Survey |