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Hayley Song's Projects

2014_data icon 2014_data

Data directory for the CS109 Data Science course

agu2017 icon agu2017

Content for my AGU 2017 presentations.

artificialganfingerprints icon artificialganfingerprints

The official PyTorch implementation for ICCV'21 Oral paper 'Artificial GAN Fingerprints: Rooting Deepfake Attribution in Training Data'

arxiv-collector icon arxiv-collector

A little Python script to collect LaTeX sources for upload to the arXiv.

awesome-deep-learning-resources icon awesome-deep-learning-resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

azure-tdsp-projecttemplate icon azure-tdsp-projecttemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

bayesian-methods-for-ml icon bayesian-methods-for-ml

My solutions to Coursera hosted Bayesian methods course. (https://www.coursera.org/learn/bayesian-methods-in-machine-learning)

bayesian-statistics icon bayesian-statistics

Course material for Bayesian and Modern Statistics, STA601, Duke University, Spring 2015.

change-detection-in-satellite-imagery icon change-detection-in-satellite-imagery

It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.

code icon code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

coursera_pgm icon coursera_pgm

The programming assignments of Probabilistic Graphical Models by Daphne Koller on Coursera

cs236_dgm icon cs236_dgm

🦍 Stanford CS236 : Deep Generative Models

datacollect icon datacollect

A collection of tools to collect and download various data.

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