John Miller's repositories
linearfits_app
Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
awesome-causality-algorithms
An index of algorithms for learning causality with data
char-rnn.pytorch
PyTorch implementation of char-rnn (character-level language model)
cvxpy
A Python-embedded modeling language for convex optimization problems.
betapose
Betapose for 6D pose estimation
BIG-bench
Beyond the Imitation Game collaborative benchmark for enormous language models
codalab-worksheets
A collaborative platform for reproducible research (web interface and CLI).
ee227c.github.io
EE227C (Spring 2018) Course page
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
forty-jekyll-theme
A Jekyll version of the "Forty" theme by HTML5 UP.
neurips20_dynamic_decisions
Website for Consequential Decisions in Dynamic Environments (Neurips 2020 workshop)
offconvex.github.io
Off the convex path
OpenNMT-py
Open Source Neural Machine Translation in PyTorch
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
pytorch_image_classification
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
svail.github.io
Research Blog
TCN
Sequence modeling benchmarks and temporal convolutional networks
wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
xiuminglib
My Library