cagdemir
PhD-student in Machine Learning @ TU DUblin, Researcher @ SFI ML Labs Trying to understand uncertainty in ML for robust models.
Pinned Repositories
autoencoding-fred-md
This project is created to use autoencoders to apply dimension reduction techniques to Fred-MD database.
awesome-tiny-vision-llm
Latest Vision Large Language Models, and Their Evaluation
cagdemir.github.io
Cagri's blog
cagdemir.github.io_old
Cagri's blog - old files
deep-learning-in-finance
Deep Learning Course for Finance
equity-index-predictors
A comprehensive survey and research on factors that have predictive power on equity indices
firm-characteristics-calculation
Python codes to create firm characteristics and returns pulling from Compustat, CRSP, and IBES through WRDS
fred-md-calculation
Python scripts for calculating FRED-MD: A Monthly Database for Macroeconomic Research
portfolio-performance-evaluation-module
A Python module for calculating and visualizing performance of an investment portfolio
Uncertainty-and-Robustness-Library
A python toolbox for uncertainty quantification, robustness assessment, and calibration metrics, methods and techniques in Deep Learning
cagdemir's Repositories
cagdemir/firm-characteristics-calculation
Python codes to create firm characteristics and returns pulling from Compustat, CRSP, and IBES through WRDS
cagdemir/fred-md-calculation
Python scripts for calculating FRED-MD: A Monthly Database for Macroeconomic Research
cagdemir/equity-index-predictors
A comprehensive survey and research on factors that have predictive power on equity indices
cagdemir/portfolio-performance-evaluation-module
A Python module for calculating and visualizing performance of an investment portfolio
cagdemir/deep-learning-in-finance
Deep Learning Course for Finance
cagdemir/Uncertainty-and-Robustness-Library
A python toolbox for uncertainty quantification, robustness assessment, and calibration metrics, methods and techniques in Deep Learning
cagdemir/autoencoding-fred-md
This project is created to use autoencoders to apply dimension reduction techniques to Fred-MD database.
cagdemir/awesome-tiny-vision-llm
Latest Vision Large Language Models, and Their Evaluation
cagdemir/cagdemir.github.io
Cagri's blog
cagdemir/cagdemir.github.io_old
Cagri's blog - old files
cagdemir/ConvNeXt-V2
Code release for ConvNeXt V2 model
cagdemir/elevator-pitch-builder
A recreation of the Harvard Business School Elevator Pitch Builder app
cagdemir/fast_template
A template for really easy blogging with GitHub Pages
cagdemir/fastpages
cagdemir/lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
cagdemir/mixmo-pytorch
Official Pytorch implementation of MixMo framework
cagdemir/resnet18-preact
https://arxiv.org/pdf/1603.05027.pdf resnet18 with pre-activation implementation
cagdemir/robustbench
RobustBench: a standardized adversarial robustness benchmark [NeurIPS'21 Benchmarks and Datasets Track]
cagdemir/vision-data-augmentations
Image Data Augmentations for Computer Vision