Dive into Deep Learning

d2l.ai
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Data for All

Description

Все примеры реализованы сразу на PyTorch, NumPy/MXNet, JAX и TensorFlow. Помимо базовых тем добавлены обучение с подкреплением, гауссовские процессы, оптимизация гиперпараметров, ResNeXt, дизайн-пространство CNN и трансформеры для зрения. Доступны слайды, Jupyter-ноутбуки, задания и видео курса Беркли.

Specs

Type Course
SectionLearning
Pricing free
Platform Web only
Who forСтудентам и практикам, которым нужен полноценный учебник с исполняемым кодом.
Site languagemulti
VendorD2L.ai

Found in sources

curated github-lists

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