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Johnny Huang's Projects

2016-edm icon 2016-edm

Source code and data sets for Going Deeper with Deep Knowledge Tracing (EDM-2016)

cdm icon cdm

R package for cognitive diagnosis models

cl4kt icon cl4kt

This is our implementation for the paper "Contrastive Learning for Knowledge Tracing" (TheWebConf 2022).

cpf icon cpf

The official code of WWW2021 paper: Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

deepchaos icon deepchaos

Experiments for the paper "Exponential expressivity in deep neural networks through transient chaos"

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dkvmn icon dkvmn

Dynamic Key Value Memory Networks for Knowledge Tracing

dkvmn-1 icon dkvmn-1

Dynamic Key-Value Memory Networks for Knowledge Tracing

edm2016 icon edm2016

Code for replicating results in our EDM2016 paper

gkt icon gkt

Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network

hgnn-ac icon hgnn-ac

Source code of "WWW21 - Heterogeneous Graph Neural Network via Attribute Completion"

hmm-scalable icon hmm-scalable

Command-line utility for fitting Hidden Markov Models at scale

interview icon interview

📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

ktm icon ktm

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

leetcode-master icon leetcode-master

LeetCode 刷题攻略:配思维导图,将近200道经典算法题目刷题顺序、经典算法模板、共60w字的详细图解,以及难点视频题解。按照刷题攻略上的顺序来刷题,让你在算法学习上不再迷茫!🔥🔥给个star支持一下吧!🚀

neural-temporal-walks icon neural-temporal-walks

[NIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

pybkt icon pybkt

Python implementation of Bayesian Knowledge Tracing and extensions

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