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Name: Mark Rucker
Type: User
Company: University of Virginia
Location: Charlottesville, VA
Blog: https://markrucker.net
Name: Mark Rucker
Type: User
Company: University of Virginia
Location: Charlottesville, VA
Blog: https://markrucker.net
Scripting all the things
Contextual bandit benchmarking
Publicly available prebuilt environments for coba.
Various projects exploring different language features
A .NET library written to read, modify, and write large data sets while using minimal processing, memory, and bandwidth
An online movie recommendation site for Charlottesville Virginia. The implemented recommendation algorithm is a contextual bandit modification of Abbeel and Ngs "Apprenticeship Learning via Inverse Reinforcement Learning".
Evaluation of the Eigen Memory Tree on Simulated CB Problems
Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R
Simple IGW Experiments
A collection of IRL implementations and experiments
Convex Optimization Final Project
This repository contains two new algorithms: KPIRL and KLA. KPIRL is a non-linear extension to Abbeel and Ng's Projection IRL algorithm (detailed in "Apprenticeship Learning via Inverse Reinforcement Learning"). KLA is an approximate RL algorithm designed to be used with KPIRL in large state-action spaces without any reward shaping. The algorithms have been published in "Human Apprenticeship Learning via Kernel-based Inverse Reinforcement Learning."
personal website
All code (website, algorithms and plots) for MS Thesis
Experiments for the online and offline CappedIGW algorithm.
The public website for UVA Research Computing
An archive of my projects and coursework from UVA
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.