Perform text-based AI training and generation using OpenAI's GPT-2 and EleutherAI's GPT Neo/GPT-3 architecture.
Train Detectron2 on custom object detection data
Train Bio-BERT to answer questions regarding COVID-19
Master the Dataloader Class in PyTorch
See the novel FReLU activation function in action with PyTorch
Visualize and compare different optimizers like Adam, AdaGrad, and more.
Various models with attention mechanisms
Train an Agent to Play Super Mario Bros
Predict future trends using LSTM
Learn how to use multiple GPUs with PyTorch
Learn how to use the autograd package in PyTorch
Learn how to train an image classifier using the torchvision package in PyTorch
Learn how to build a neural network from scratch using PyTorch
Learn the essentials of working with tensors in PyTorch
Using fast.ai to build a state of the art bacterial classifier with the DIBaS dataset
Sentiment Analysis using several different methods in PyTorch