D2L Book


Topic Replies Activity
Softmax from scratch doesn't work 4 December 28, 2018
Answers to problems 2 December 25, 2018
Debug fine, but run OOM...HELP! 6 December 18, 2018
Use GPUs 3 December 16, 2018
Obj Detection Tutorial - #4 - train_ssd.py AWS DL-AMI v19 2 December 3, 2018
Dropout 2 December 1, 2018
Text Sentiment Classification: Using Convolutional Neural Networks (textCNN) 1 November 28, 2018
Fully Convolutional Networks (FCN) 1 December 1, 2018
Single Shot Multibox Detection (SSD) 1 December 1, 2018
Object Detection Data Set (Pikachu) 1 December 1, 2018
Get Started with Kaggle Competition: Dog Breed Identification (ImageNet Dogs) 1 December 1, 2018
Get Started with Kaggle Competition: Image Classification (CIFAR-10) 1 December 1, 2018
Neural Style Transfer 1 December 1, 2018
Semantic Segmentation and Data Sets 1 December 1, 2018
Region-based CNNs (R-CNNs) 1 December 1, 2018
Multiscale Object Detection 1 December 1, 2018
Anchor Boxes 1 December 1, 2018
Object Detection and Bounding Box 1 December 1, 2018
Fine Tuning 1 December 1, 2018
Image Augmentation 1 December 1, 2018
Introduction (old) 2 November 28, 2018
GPU Purchase Guide 1 November 28, 2018
Using AWS to Run Code 1 November 28, 2018
Using Jupyter Notebook 1 November 28, 2018
Mathematical Basis 1 November 28, 2018
Machine Translation 1 November 28, 2018
Attention Mechanism 1 November 28, 2018
Beam Search 1 November 28, 2018
Encoder-Decoder (seq2seq) 1 November 28, 2018
Seeking Synonyms and Analogies 1 November 28, 2018