pstat197
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module-1-biomarker-data-table_nine
module-1-biomarker-data-table_nine PublicForked from pstat197/pstat197-197a-fall-2025-module-1-biomarker-data-module1-biomarker
pstat197-197a-fall-2025-module-1-biomarker-data-module1-biomarker created by GitHub Classroom
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module-1-biomarker-data-table1
module-1-biomarker-data-table1 PublicForked from pstat197/pstat197-197a-fall-2025-module-1-biomarker-data-module1-biomarker
pstat197-197a-fall-2025-module-1-biomarker-data-module1-biomarker created by GitHub Classroom
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module-1-biomarker-data-table13
module-1-biomarker-data-table13 PublicForked from pstat197/pstat197-197a-fall-2025-module-1-biomarker-data-module1-biomarker
pstat197-197a-fall-2025-module-1-biomarker-data-module1-biomarker created by GitHub Classroom
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vignette-gan
vignette-gan PublicTable 7 - Vignette on building and training a basic Generative Adversarial Network (GAN) to demonstrate adversarial learning and image generation using MNIST; created as a class project for PSTAT19…
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vignette-montecarlo
vignette-montecarlo PublicIntro to Monte Carlo methods with examples, code, and visualizations.
Jupyter Notebook 1
Repositories
- vignette-image-classification Public
A vignette that walks through classical machine learning and deep learning approaches to image classification, from XGBoost and SVM to CNNs and Vision Transformers.
pstat197/vignette-image-classification’s past year of commit activity - vignette-Supervised-Unsupervised-Clustering Public
Supervised & unsupervised classification of Synthetic Personality Traits using DBScan, KMeans, COP-Kmeans, and PAM in R
pstat197/vignette-Supervised-Unsupervised-Clustering’s past year of commit activity - vignette-logistic-regression Public
A simple vignette demonstrating binary logistic regression in R using the UCI Heart Disease dataset.
pstat197/vignette-logistic-regression’s past year of commit activity
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