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Name: Eric Sims
Type: User
Name: Eric Sims
Type: User
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Streamlit application that uses Naive Bayes to assign users an "Irish-ness score" (the Murphy Index). β Development process has application to spam detection on short-length documents.
Repository of all scripts used within blogs written by On the Mark Data.
For my IBM Data Science Professional certificate capstone project in early 2020, I used pandas, the FourSquare API, Folium, and other Python tools to identify high-growth zip codes in North Carolina where an aspiring restauranteur might launch a new venture.
Get a bit more exercise while you sit at your desk all day! πͺ
Web app that imagines how much cooler fortune cookies would be if the messages inside were movie plots. π¬π½πΏπ₯
Starter code and examples for getting started with network analysis using the NetworkX Python library.
This analysis uses Principal Components Analysis and k-Means clustering to identify useful subgroups within FiveThirtyEight's Ultimate Halloween Candy Power Ranking dataset. It also used hypothesis tests to assess whether differences exist between popular and unpopular candies.
Institute for Advanced Analytics 2021
Streamlit web application that clusters and classifies market research data so marketing teams can focus on the most impactful variables in reaching their target audiences.
Rendered math (MathJax) with Slack's desktop client
Network Analysis in Python
This script accesses the OpenWeatherMap API with your API key, pulls a Max/Min 5-day forecast for any city or group of cities you specify, and exports the processed data to a CSV.
A quick, clear explanation of what pickling is and why you might want to use it. Plus, an example of pickling and unpickling a linear regression model. Have fun pickling!
Documents for Python+SQL class
Back in 2014 I made a route optimizer to help me to do my job as a health inspector more efficiently. It was 100% based in Excel. I have learned a lot since then, so I'm re-making it in Python using Google OR-Tools for the optimization.
Each day, scores of hapless humans grapple with the dilemma of whether they "should" return their shopping cart to a return corral. This app solves that problem with four quick questions!
π Clipboard history doesn't work on one of my machines, so ChatGPT and I made our own!
Block Stack Overflow tabs late at night so you can stop debugging and go to bed. π΄
"Remember the game you loved for at least 20 minutes back when you were 6 years old? Fall in love all over again as Tic Tac Toe makes a brilliant Python-based return in this repo!" -FakeReviewMagazine
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.