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Asya Khleborodova's Projects

cancerrna_clustering icon cancerrna_clustering

I use unsupervised learning methods (PCA, Hierarchical Clustering, and K-means Clustering) to subgroup 801 cancer samples into one of 5 clusters based on their gene expression profiles, 20, 531 gene expression measurements.

ervx icon ervx

Endogenous Retrovirus Expression Pipeline for Human and Mouse

nyc_parking_violations icon nyc_parking_violations

Docker image for accessing OPCV API , pushing data to Elasticsearch, and visualizing data with Kibana via docker-compose.

open-sauced icon open-sauced

🍕 This is a project to identify your next open source contribution.

pipeliner icon pipeliner

An open-source and scalable solution to NGS analysis powered by the NIH's Biowulf cluster.

qda-algorithm- icon qda-algorithm-

Data was simulated and Quadratic Discriminant Algorithm was written from ground up .

qsar_classification icon qsar_classification

Unregularized logistic regression, logistic with lasso, logistic with ridge, radial SVM, and random forests are used here to classify each of 1,055 molecules as biodegradable or not biodegradable based on its 41 features.

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