WebDive into Deep Learning. Interactive deep learning book with code, math, and discussions. Implemented with PyTorch, NumPy/MXNet, JAX, and TensorFlow. Adopted at 500 universities from 70 countries. Star. Follow @D2L_ai. [Feb 2023] The book is forthcoming on Cambridge University Press ( order ).
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d2l.mxnet — Dive into Deep Learning 0.17.6 documentation
WebSimply click on the “Notebooks” tab at the top of any HTML page on the D2L.ai website to download the code and then unzip it. Alternatively, you can fetch the notebooks from the command line as follows: pytorch mxnet jax tensorflow. mkdir d2l-en && cd d2l-en. curl https://d2l.ai/d2l-en-1.0.3.zip -o d2l-en.zip.
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Preface — Dive into Deep Learning 1.0.3 documentation - D2L
WebNov 22, 2019 · Most of the code in this book is based on Apache MXNet, an open-source framework for deep learning that is the preferred choice of AWS (Amazon Web Services), as well as many colleges and companies. All of the code in this book has passed tests under the newest MXNet version.
WebInteractive deep learning book with code, math, and discussions. Implemented with NumPy/MXNet, PyTorch, and TensorFlow. Adopted at 300 universities from 55 countries. Star 21,603. Announcements. [Dec 2021] We added a new option to run this book for free: check out SageMaker Studio Lab .
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1.3. Neural Network Inference — Dive into Deep Learning ... - D2L
WebWe will use PIL to read images, mxnet to obtain pre-trained neural networks, and the relay module [Roesch et al., 2019] in TVM to convert and optimize a neural network. Relay is the high-level intermediate representation (IR) in TVM to represent a neural network.
WebGluon provides a clear, concise, and simple API for deep learning. It makes it easy to prototype, build, and train deep learning models without sacrificing training speed. You can checkout the rich ecosystem built around Apache MXNet Gluon, including D2L.ai, GluonCV , GluonNLP and GluonTS.
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Apache MXNet | A flexible and efficient library for deep learning.
WebD2L.ai. An interactive deep learning book with code, math, and discussions. Used at Berkeley, University of Washington and more. GluonCV is a computer vision toolkit with rich model zoo. From object detection to pose estimation. GluonNLP provides state-of-the-art deep learning models in NLP.
WebForum for d2l.ai. D2L Discussion English Version mxnet. Topic Replies Views Activity; About the mxnet category. 0: 493: May 21, 2020 Feature-Rich Recommender Systems. 3: 1125: February 27, 2024 Sequence-Aware Recommender Systems. 6: …
