Deep Learning Frameworks

PyTorch

Frequently Asked Questions (FAQs) and Guides for PyTorch

• What is the difference between torch.mm, torch.matmul and torch.mul?
• Why is zero_grad() Called in PyTorch? 
• How to Convert NumPy Array to PyTorch Tensor
• How to Solve Python ModuleNotFoundError: no module named ‘torch’
• How to Solve PyTorch AttributeError: ‘_MultiProcessingDataLoaderIter’ object has no attribute ‘next’
• How to Solve PyTorch ValueError: Expected 4-Dimensional Input 
• How To Solve PyTorch RuntimeError: Given groups, weight of size, expected input to have 3 channels, but got 4 channels instead
• PyTorch Cat Vs Stack Explained
• Understanding gather() in PyTorch: A Beginner-Friendly Guide 
• Understanding unsqueeze() in PyTorch: A Beginner-Friendly Guide
• Understanding torch.Tensor vs torch.tensor in PyTorch
• Understanding the Difference Between reshape() and view() in PyTorch
• Understanding Transpose in PyTorch: A Comprehensive Guide

Custom Functions

• Mastering Custom Loss Functions in PyTorch: A Comprehensive Guide

Activation Functions

• Understanding ReLU in PyTorch: A Comprehensive Guide 

Regression Analysis

• Mastering Logistic Regression on MNIST: PyTorch Implementation and Analysis 

GPU Acceleration

• Accelerating Deep Learning with PyTorch and GPUs: A Beginner’s Guide

Model Design

• Building Autoencoders in PyTorch: A Beginner-Friendly Tutorial
• Counting Model Parameters in PyTorch

TensorFlow

How To Guides

• How to Convert a Tensor to a Numpy Array in TensorFlow