Skip to content
PyTorch Course
Optimizers Schedulers
Initializing search
GitHub
Getting Started
Tensors
NN building blocks
PyTorch Course
GitHub
Getting Started
Getting Started
PyTorch Course Structure
Windows Environment Installation
Linux Environment Installation
MacOS Environment Installation
Google Colab Setup
Lesson 1: Hello PyTorch
Tensors
Tensors
Introduction to Tensors
Tensor Manipulation
Data Types and Devices
Tensor Math Operations
Matrix Multiplication
Broadcasting
Einstein Summation
Advanced Einstein Summation
Autograd
Gradient Accumulation
NN building blocks
NN building blocks
nn.Module
Compose Modules
Saving Weights
Linear Layer
Activations
Dropout
Embedding Layers
Positional Embeddings
Normalization Layers
RMS Norm
Training Evaluation Mode
Loss Functions
Prepare Inputs Targets
Interpreting Reduction Modes
Optimizers Schedulers
¶
Back to top