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wsheffel's Projects

aarogya-heatmap icon aarogya-heatmap

The vision of our project is - "minimizing the casualties". Basically the USP of our project is to create a heatmap of areas where there is an outbreak of a particular disease. This would help the government to roll out the prevention methods much more fast than the earlier lazy process they use. This would also help people to know about what precautions to take when going to a place with an outbreak (for work and such). We have used and modified the HyperTrack API to generate heatmaps of the areas of outbreak. The second purpose of our app is : Easy access with a professional doctor for treatment to some extent. Very helpful in remote areas where there is a huge lack of good doctors. We have used firebase and created a whole new app for this chat service between the doctor and the patient. Moreover we have created website using html,css and d3.js to showcase our project.

amlsim icon amlsim

The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is critical to advance detection capabilities of money laundering activities.

api icon api

services to access govinfo content and metadata

automatedstocktrading-deepq-learning icon automatedstocktrading-deepq-learning

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.

bokeh icon bokeh

Interactive Data Visualization in the browser, from Python

bokeh_map icon bokeh_map

Basic interactive map using bokeh and geopandas packages in Python.

bootstrapexample icon bootstrapexample

Example reactive website in HTML5 with CSS3 and most of bootstrap 4 basics.

build-a-binder.github.io icon build-a-binder.github.io

Increase the number of people publishing educational, journalistic, and scientific materials that enable readers to read, edit, re-run and re-use that content. Using mybinder.org

chanellinghans icon chanellinghans

Hans Rosling is a data visualisation legend. His 2006 TED talk, The Best Stats You’ve Ever Seen, is one of the most viewed videos on the TED website (http://bit.ly/2doLzAY). An interactive version of the GapMinder World visualisation used in that demo is available at www.gapminder.org/world (with a newer beta version at www.gapminder.org/tools). I have recreated the visualization using D3.js, JS, CSS and HTML.

chime icon chime

COVID-19 Hospital Impact Model for Epidemics

cleanlab icon cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

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