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class-incremental-learning

PyTorch implementation of a VAE-based generative classifier, as well as other class-incremental learning methods that do not store data (DGR, BI-R, EWC, SI, CWR, CWR+, AR1, the "labels trick", SLDA).

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

cos561final

Final Project for COS 561

cos598d_assignment1

Assignments for COS598D: System and Machine Learning

cos598d_assignment3

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

counterfactual-data-substitution

Repository for the CDA/S code from the paper, "It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution" (https://www.aclweb.org/anthology/D19-1530.pdf)

deedy-resume

A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student

hyde

HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels

icarl

PyTorch Implementation of iCaRL

typesense-instantsearch-demo

A demo app that shows how to use the Typesense InstantSearch adapter, to build rich search interfaces.

vqa