PyTorch Reference

Reference Code for ML, NLP and Image Classification Programs written in PyTorch, to act as Starting guide.

Basic ML Programs using PyTorch

• Linear Regression Algorithm in PyTorch
• Classification Algorithim using Custom NN
• Titanic Dataset Classifier using Custom NN
• Image Classification on CIFAR-10

Basic NLP using PyTorch

• Binary Text Classification
• GLoVe Embeddings for Generating Analogies
• Binary Text Classifier Using GLoVe Embeddings

Saving PyTorch Models using state_dict

Checkpoint PyTorch Models