PyTorch

Getting Started with aitextgen

Perform text-based AI training and generation using OpenAI's GPT-2 and EleutherAI's GPT Neo/GPT-3 architecture.

• Image Processing

Object Detection With Detectron2

Train Detectron2 on custom object detection data

• Classification

Answer COVID-19 Questions Using BERT

Train Bio-BERT to answer questions regarding COVID-19

• PyTorch

Working with Data in PyTorch

Master the Dataloader Class in PyTorch

• PyTorch

Funnel Activation (FReLU) for Visual Recognition

See the novel FReLU activation function in action with PyTorch

• CNN

Optimizers in Deep Learning

Visualize and compare different optimizers like Adam, AdaGrad, and more.

• PyTorch

Attention Mechanisms in Computer Vision

Various models with attention mechanisms

• CNN

Play Super Mario Bros with a Double Deep Q-Network

Train an Agent to Play Super Mario Bros

Time Series Forecasting with LSTM

Predict future trends using LSTM

• LSTM

PyTorch Tutorial: Data Parallelism

Learn how to use multiple GPUs with PyTorch

• PyTorch

PyTorch Tutorial: Autograd and Automatic Differentiation

Learn how to use the autograd package in PyTorch

• PyTorch

PyTorch Tutorial: Training a Classifier

Learn how to train an image classifier using the torchvision package in PyTorch

• PyTorch

PyTorch Tutorial: Building a Neural Network

Learn how to build a neural network from scratch using PyTorch

• PyTorch

PyTorch Tutorial: Working with Tensors

Learn the essentials of working with tensors in PyTorch

• PyTorch

Bacteria Classification with fast.ai

Using fast.ai to build a state of the art bacterial classifier with the DIBaS dataset

• Fast.ai

Sentiment Analysis in Pytorch

Sentiment Analysis using several different methods in PyTorch

• PyTorch