PyTorch

This section collects PyTorch introduction notes and practical learning materials.

Articles

PyTorch Introduction I

1. Download Anaconda or Miniconda. 2. After installation, open a terminal. 3. Create a dedicated virtual environment. 4. Install PyTorch according to your system and CUDA version. A tensor is the m…

Training

PyTorch Introduction II

5. Objective Functions 6. Optimizers 7. Activation Functions 8. Multilayer Perceptron Jupyter Notebook Consider $\mathbf{y}\in \mathbb{R}^m$ to be the actual values we want to predict, and $\mathbf…

Training