文章索引
Neural Networks and Deep Learning Study Materials
A set of neural network and deep learning PDF course materials organized in learning order, covering machine learning fundamentals, deep learning fundamentals, CNN, RNN, application topics, and graph neural networks.
1-Machine Learning Fundamentals
PDF online preview, content overview, and study suggestions for Machine Learning Fundamentals.
2-Deep Learning Fundamentals
PDF online preview, content overview, and study suggestions for Deep Learning Fundamentals.
3-Convolutional Neural Networks
PDF online preview, content overview, and study suggestions for Convolutional Neural Networks.
4-Recurrent Neural Networks
PDF online preview, content overview, and study suggestions for Recurrent Neural Networks.
5-Advanced Deep Learning Topics
PDF online preview, content overview, and study suggestions for Advanced Deep Learning Topics.
6-Deep Learning Applications (Computer Vision)
PDF online preview, content overview, and study suggestions for Deep Learning Applications in Computer Vision.
7-Deep Learning Applications (NLP)
PDF online preview, content overview, and study suggestions for Deep Learning Applications in Natural Language Processing.
8-Graph Neural Networks
PDF online preview, content overview, and study suggestions for Graph Neural Networks.
Learning Notes - July 2, 2024
Downloading PyTorch
Specifying the ! Command Execution Environment
Investigating where cell commands run -- initial assessment is that they run in the Jupyter startup environment rather than the corresponding virtual environment, meaning they do not run directly in the current virtual environment.
Checking PyTorch Configuration
Use the following code for testing