D2L Book


Region-based CNNs (R-CNNs) (1)
Multiscale Object Detection (1)
Anchor Boxes (1)
Object Detection and Bounding Box (1)
Fine Tuning (1)
Image Augmentation (1)
How to Contribute to This Book (6)
Introduction (old) (2)
GPU Purchase Guide (1)
Using AWS to Run Code (1)
Using Jupyter Notebook (1)
Mathematical Basis (1)
Machine Translation (1)
Attention Mechanism (1)
Beam Search (1)
Encoder-Decoder (seq2seq) (1)
Text Sentiment Classification: Using Recurrent Neural Networks (1)
Seeking Synonyms and Analogies (1)
Word Embedding For Global Vectors (GloVe) (1)
Subword embedding (fastText) (1)
Implementation of Word2vec (1)
Approximate Training (1)
Word Embedding (word2vec) (1)
Gluon Implementation for Multi-GPU Computation (1)
Multi-GPU Computation (1)
Automatic Parallel Computation (1)
Asynchronous Programming (1)
A Hybrid of Imperative and Symbolic Programming (1)
Adam method (1)
Adadelta (1)