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Brian White's Projects

cs228_pgm icon cs228_pgm

🌀 Stanford CS 228 - Probabilistic Graphical Models

dotfiles-1 icon dotfiles-1

dotfiles for vim, git, zsh, cwm, xinit, and many others. Install with: lndir -silent /path/to/dotfiles $HOME

dots icon dots

my dotfiles / neovim config

exploring-t5 icon exploring-t5

A repo to explore different NLP tasks which can be solved using T5

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

graph_classification icon graph_classification

Training GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels

ilearndeeplearning.py icon ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

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