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domain	d2l.ai
summary	Here’s a summary of the website content, based on the provided text: Overall Focus: The website appears to be a platform offering a wide range of courses and learning materials, primarily focused on STEM fields and emerging technologies. It's heavily reliant on listing numerous universities and institutions worldwide. Key Updates & New Topics (as of December 2022): * JAX Implementation: A new JAX implementation is available, suggesting a focus on Google's high-performance numerical computation library. * Reinforcement Learning: New content is added around reinforcement learning techniques. * Gaussian Processes: Material on Gaussian Processes is included. * Hyperparameter Optimization: New resources related to hyperparameter optimization are available. * Generalization & Deep Learning: Coverage expands to include topics like generalization in classification, deep learning, ResNeXt, CNN design space, and transformers for vision and large-scale pretraining. Extensive List of Institutions: The website boasts a massive list of universities and institutions from around the globe, including those from: * Asia: India, Pakistan, China, Korea, Japan, Middle Eastern countries, Southeast Asia, etc. * Europe: Across multiple countries including UK, Germany, France, Italy, Spain, Netherlands, Austria, etc. * North America: US and Canada. * South America: Countries like Brazil, Colombia, Peru, Chile, Argentina, etc. * Africa: Countries like Nigeria, Egypt, South Africa, etc. Subject Areas Covered: The material spans a broad range of disciplines, encompassing Computer Science, Engineering (Electrical, Mechanical, Civil, Chemical, etc.), Mathematics, Physics, and Business/Management. Note: It's important to recognize that the website's primary function appears to be a directory of institutions and topics rather than a structured learning platform.
title	Dive into Deep Learning — Dive into Deep Learning 1.0.3 documentation
description	Dive into Deep Learning — Dive into Deep Learning 1.0.3 documentation
keywords	university, networks, technology, learning, deep, institute, implementation, regression, using, optimization, attention, amazon, national, language, systems, classification, sequence
upstreams
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nslookup	A 108.157.128.54, A 108.157.128.81, A 108.157.128.84, A 108.157.128.114
created	2025-07-21
updated	2025-07-21
summarized	2026-02-06

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