alisalevin / mentor-match Goto Github PK
View Code? Open in Web Editor NEWLicense: MIT License
License: MIT License
Mentor Match {Currently in progress} This project is a matching algorithm for a Mentorship Program initiative that I'm spearheading for the national Goldwater Scholar Community. The purpose of the algorithm is to best match mentors (older, more experienced Goldwater Scholars) and mentees (undergraduate Goldwater Scholars) based on their STEM fields of study, research backgrounds, career goals, interests, the areas they are seeking to give/receive guidance in, etc. In its finished form, the algorithm will use a combination of the FlashText keyword processing library for keyword matching and a basic decision tree logic for numeric factors calculate a matrix of match scores. I'll then use Monte Carlo Tree Search to play out different matching simulations in order to ensure reasonable matches for all 1300+ scholars, as opposed to just a few perfect matches for the first set of mentees/mentors that are processed, and much worse matches for the rest. This algorithm will make our program scalable as well as increase matching efficiency and effectiveness.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ 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. ๐๐๐
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 โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.