PyTorch的基本安装、配置和使用方法。 深度学习模型的基本构建块,如张量操作、自动求导、神经网络层等。 如何使用PyTorch构建和训练各种深度学习模型,如全连接神经网络、卷积神经网络(CNN)、循环神经网络(RNN)等。 深度学习模型的优化技巧,如学习率调整、权重初始化、正则化等。 Scikit-Learn传统机器学习:
Azure Machine Learning Learn key concepts used to build machine learning models with PyTorch. We'll train a neural network model that recognizes and classifies images. Learning objectives In this module you will: Learn how to use Tensors with CPUs and GPUs ...
Machine Learning with PyTorch and Scikit-Learn is a comprehensive gui... (展开全部) 作者简介 ··· Sebastian Raschka is an Assistant Professor of Statistics at the University of Wisconsin-Madison focusing on machine learning and deep learning research. As Lead AI Educator at Grid AI, Sebastian...
Take Udacity's Introduction to Pytorch Machine Learning course and learn foundational machine learning algorithms, starting with data cleaning and supervised models.
Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka 星级: 323 页 Sebastian Raschka, Vahid Mirjalili-Python Machine Learning. Machine Learning and Deep Learning with Python, scikit-learn and Ten 星级: 606 页 Python Machine Learning Machine Learning and Deep Learning with Python,...
Setup a machine learning environment with PyTorch on Mac (short version) Note:As of June 30 2022, accelerated PyTorch for Mac (PyTorch using the Apple Silicon GPU) is still in beta, so expect some rough edges. Requirements: Apple Silicon Mac (M1, M2, M1 Pro, M1 Max, M1 Ultra, etc)....
Scientific Machine Learning with PyTorchdoi:10.1007/978-3-031-16972-4_16PyTorch is an open source machine learning framework, with a particular focus on backpropagation algorithms in artificial neural networks.Smith, EinarRheinische Friedrich-Wilhelms-Universität Bonn...
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Reinforcement Learning for Decision Making in Complex Environments [open dir] Sebastian Raschka, Yuxi (Hayden) Liu, and Vahid Mirjalili.Machine Learning with PyTorch and Scikit-Learn. Packt Publishing, 2022. @book{mlbook2022, address = {Birmingham, UK}, author = {Sebastian Raschka, and Yuxi (Ha...
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