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External Links 18
Train a Variational AutoEncoder Generative Adversarial Network to generate images from the MNIST dataset prior to training a Denoising Autoencoder, Variational Autoencoder, and Generative Adversarial Network.PythonCluster Analysis
blog.jesse-anderson.net
Javascript program which will perform DBSCAN clustering on various distributions in 2 dimensions.JavascriptCluster AnalysisDBSCANd3.v7.js
blog.jesse-anderson.net
Python program which performs Ripley's K/L analysis, DBSCAN clustering, and OPTICS clusteringPythonCluster Analysis
github.com
In this study, DBSCAN clustering analyzed IL-2 distribution in Jurkat T cells via dSTORM imaging, revealing that T cell activation results in more pronounced and elongated nanoscale clusters compared to controls.ImmunologyMATLABCluster AnalysisDBSCAN
www.sciencedirect.com
The project uses DBSCAN clustering as a means of identifying high density regions in superresolution imaging with single-antibody labeling.MATLABCluster AnalysisDBSCAN
pubs.acs.org
A model of accumulation and depletion of smog in Los Angeles was modeled in MATLAB.MATLABChemical Engineering
github.com
Developed an ETL pipeline to parse Oak Park crimes and place into a Folium static web application to track crimes over time. Updated daily using a raspberry pi, pushed to a weekly mailing list, and NLP enabled to determine commonalities across incidents.PythonETLAWSGCPNLP
jesse-anderson.net
Developed a web-based ETL pipeline to monitor and visualize environmental data using a Raspberry Pi and DHT11 sensor. Collected data was pushed to MongoDB, PostgreSQL, ThingSpeak, and Google Sheets.PythonIoTETLSQLGCPMongoDB
blog.jesse-anderson.net
Developed an automated python script to scrape from the web University of Illinois Faculty Information via Beautiful Soup and shown via a Flask implementation to display data on a local server.PythonBeautiful SoupFlask
github.com
Pyodide project to showcase spherical Random Number Generation and perform OPTICS clustering on the spheres. Proof of concept Python in browser via Pyodide.PythonPyodideClustering
jesse-anderson.github.io
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