Arin Chang's repositories
2x2-Solver
Solves 2x2 Rubik's cubes with BFS
cs61b-notes
Guidebook for CS61B.
csm_web
Web applications for CS Mentors.
Early-Bird-Tickets
[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks
markov_poetry
Generate poems in the style of Li-Young Lee.
mat2vec
Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).
MST
Mnemonic Similarity Task
opacus
Training PyTorch models with differential privacy
overparam_spur_corr
An Investigation of Why Overparameterization Exacerbates Spurious Correlations
pandas_exercises
Practice your pandas skills!
ppsgd
Personalized, private SGD for federated optimization
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
SVM_classifier
Practice implementing a simple classifier with SVM and Gaussian kernel in python.
vision
Datasets, Transforms and Models specific to Computer Vision
WeightWatcher
The WeightWatcher tool for predicting the accuracy of Deep Neural Networks