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Deep Knowledge Tracing On Skills With Limited Data
It is the DKT+ model implemented in python3 and tensorflow1.2
source code for the paper Deep Knowledge Tracing
Dynamic Key-Value Memory Networks for Knowledge Tracing
Code for replicating results in our EDM2016 paper
we build a student simulator with our concept-aware deep knowledge tracing model, and then use it to train a flexible and scalable personalized exercise recommendation policy with deep reinforcement learning
Feature Aware Student knowledge Tracing Toolkit. Implements HMMs with features for modeling student performance
Feedback services for intelligent tutoring systems
cloudnative meetup slides
machine learing and deep learning tutorials for education and psychology. 给心理学和教育学看的机器学习和深度学习教程
An open source LMS (eLearning platform) for MOOCs and online courses (like Tutellus.com or Udemy.com with extra features). Tech stack includes PWA & SPA with Facebook's React, Google's Firebase and Slack API
嘘,不要问!我也不清楚这些是啥…
psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(computerized adaptive testing), CDM(cognitive diagnostic model), FA(factor analysis), SEM(Structural Equation Modeling) .
English grammar checker code
Quill Grammar App
A new and improved Quill Grammar, written in React instead of Angular.
Quill's library of open source NLP algorithms and data sets.
RedEnvelopeAssistant 微信/支付宝红包助手
Second-language acquisition modeling, that extends the task of knowledge tracing. PyTorch implementations of neural collaborative filtering, (TODO) deep knowledge tracking (LSTM and Memory Network) on Assistment09 benchmark dataset.
网贷之家数据爬虫
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.