A curated collection of high-quality AI implementations developed by researchers and engineers at the Vector Institute

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25

Implementations

7

Years of Research

Browse Implementations by Type

applied-researchbootcamptool

bias-mitigation-unlearning

2024 applied-research

A repository for social bias mitigation in LLMs using machine unlearning

Negation via Task Vectors PCGU

Datasets: BBQ Stereoset RedditBias

Cite Paper

diffusion-models

2024 bootcamp

A repository with demos for various diffusion models for tabular and time series data

TabDDPM TabSyn ClavaDDPM CSDI TSDiff

Datasets: Physionet Challenge 2012 wiki2000

fl4health

2024 tool

A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings

FedAvg FedOpt FedProx SCAFFOLD MOON FedDG-GA FLASH FedPM Personal FL FedBN FedPer FedRep Ditto MR-MTL APFL PerFCL FENDA-FL FENDA+Ditto