Discover xeniaqian94/SLAM Open Source project

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xeniaqian94

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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.

RLeToR

A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process

10707-Deep-Learning

Numpy implementations (free of TensorFlow or PyTorch, hand-crafted back-propagation) of multilayer perceptron (MLP) with batch normalization, Contrastive Divergence & Restricted Boltzmann Machine (RBM), Autoencoder, Language Modeling with joint trained embedding. This repository reflects the theory and methodology of deep learning, http://www.cs.cmu.edu/~rsalakhu/10707/

Roff

kdd21-MLVis

Data and supplementary materials for KDD'21 paper "Learning to Recommend Visualizations from Data".

DVQA

Partial implementation of the paper DVQA: Understanding Data Visualizations via Question Answering [CVPR 2018].

Python

Library-Database-Management-System

Final Project of Intro to Database Management System, ZJU

CSS

RTree-Implementation

Course Project of COMP3323 Advanced Database Systems, HKU

C++

Figure-captioning-corpus-analysis

Corpus repository for the CHI-LBW'20 paper "A Formative Study on Designing Accurate and Natural Figure Captioning Systems".

Reliable-Data-Transfer-3.0-Protocol-Networking

Project of COMP 3234, Computer and Communication Networks

Hand-Written-Digit-Classification

Coursework of COMP 3314 Machine Learning, HKU

MATLAB

11-775-Large-Scale-Multimedia-Analysis

Implementations on computer vision, audio and speech processing, multi-media files and streaming, multi-modal signal processing, video retrieval, semantics, and text generation.

Python

Java-P2P-Image-Transfer

Coursework of COMP2396 Object-oriented Programming and Java, HKU

Java

11741

Assignments for Machine Learning for Text Analysis

Python

Haskell-Practice

Coursework of COMP 3258 Functional Programming, HKU

Haskell

xeniaqian94.github.io

Personal Blog repository

HTML

11711-Algorithm-for-NLP

Implementations of statistical learning techniques for natural language processing: language modeling, parsing, feature engineering and word alignment.

Java

web2021-figure-captioning

Data and supplementary materials for the Web Conference 2021 paper "Generating Accurate Caption Units For Figure Captioning".

HTML

xeniaqian94/SLAM

xeniaqian94

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