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Graph Representation Learning Book
Introduction to graph representation learning, including methods for embedding graph data, graph neural networks, and deep generative models of graphs.
graph-representation-learning graph-neural-networks knowledge-graphs book
D2l-pytorch
Reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
pytorch book d2l-ai tutorial
Python Implementation of Reinforcement Learning: An Introduction
Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.
reinforcement-learning code book tutorial
People + AI Guidebook
The People + AI Guidebook was written to help user experience (UX) professionals and product managers follow a human-centered approach to AI.
product-management ui ux book
Natural Language Processing: Pretraining - d2l
An interactive deep learning book with code, math, and discussions, based on the NumPy interface.
pretraining natural-language-processing bert mxnet
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