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Cagri Demir's Projects

autoencoding-fred-md icon autoencoding-fred-md

This project is created to use autoencoders to apply dimension reduction techniques to Fred-MD database.

fred-md-calculation icon fred-md-calculation

Python scripts for calculating FRED-MD: A Monthly Database for Macroeconomic Research

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

resnet18-preact icon resnet18-preact

https://arxiv.org/pdf/1603.05027.pdf resnet18 with pre-activation implementation

robustbench icon robustbench

RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]

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