PyTorch Assignments

PyTorch: Deep Learning and Artificial Intelligence

Machine Learning Basics

PyTorch Linear Regression

PyTorch Regression (Moore’s Law)

PyTorch Linear Classification

PyTorch Linear Classification (With Logits)

ANN

PyTorch ANN MNIST

PyTorch Regression

CNN

PyTorch CNN Fashion MNIST

PyTorch CIFAR

PyTorch CIFAR Improved

RNN

PyTorch Autoregressive Model

PyTorch SimpleRNN Sine

PyTorch Understanding RNN Shapes

PyTorch Nonlinear Sequence Linear

PyTorch Nonlinear Sequence SimpleRNN

PyTorch Nonlinear Sequence LSTM

PyTorch RNN Image Classifier

PyTorch Stock Returns

Natural Language Processing

PyTorch Text Preprocessing

PyTorch Text Classification RNN

PyTorch Text Classification CNN

Custom PyTorch Text Classification RNN

Custom PyTorch Text Classification CNN

Recommender Systems

PyTorch Recommender 20M UNMODIFIED

PyTorch Recommender 20M MODIFIED

Transfer Learning

PyTorch Transfer Learning with Data Augmentation

PyTorch Transfer Learning Fast

GANs

PyTorch GAN

Extra

Stock Trading Project with Deep Reinforcement Learning

PyTorch Uncertainty Estimation

PyTorch Siamese Networks

PyTorch Text Classification RNN with Prediction

Custom PyTorch Text Classification RNN Predictions

PyTorch Text Classification RNN with Keras

PyTorch Recommender 20M with Predictions