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airquality_stockmarket

This is an Undergraduate Research Opportunity Project where I study the relationship between Air quality and Stock Market in Beijing, Shanghai, Guangzhou. Python is adopted to perform webscrapping and Data analysis

algorithm-study-and-practice

Study and practice Algorithm

biaxial-rnn-music-composition

A recurrent neural network designed to generate classical music.

bit_practice-linear-feed-back-shift-register-memory-management-practice

A lab practice for machine structure course

chat-application

A simple Chat Application using AmazeUI + Java Websocket

course-registration-data-analytics

The course project for Big Data Mining and Management, where SQL/NoSQL, machine learning and data mining algorithms, data crawling techniques are applied to analyze and predict the course registration.

course_management_system-c-

This is an assignment of Computer Science Course, where I should implement a course management system using Binary Tree, Binary Search Tree, AVL Tree. In addition, Generic Programming as well as STL is also adopted in this project.

deepj

A deep learning model for style-specific music generation.

diary-notebook-java

An implementation of Diary Notebook software using java. This project aims to practice JDOM, I/O stream, Swing programming and XML concepts in Java.

dkt_implementation

Try out the implementation of Deep Knowledge Tracing using Tensorflow on Assistments Data set.

experiment-of-2017-admc-competition-paper

The code of experiment for paper 'Augment Student Profile with DKT+ to Predict Student Career from Middle School'.

flight-system

image-compressing-using-k_means-algorithm

Use K Means Clustering algorithm to compress the Image within only 16 possible colors. Also practice using Principle Component Analysis algorithm to reduce the dimension of face data set.

implementation-of-mips-assembler

A simple implementation of MIPS assembler using C.

implementations-of-linux-commands

A collection of some practice projects on implementing commands in Linux, which includes cp, who, pwd, etc.

logistic_regression-simple_nn_implementation

A Machine Learning course project dealing with Neural Network and logistic regression

memory-hierarchy-implementation

A simple implementation for emulating interactions through memory hierarchy involving physical memory, $$, and MOESI states.

mini-rdbms

A database course project which builds a small RDBMS.

multi-task-learning-for-hate-speech-detection-project

A Multi-task learning model for 5 classification tasks on Hate Speech dataset with three languages (Arabic, English, French). The model is based on sluice network (Sluice Network model (https://arxiv.org/abs/1705.08142).

parking_system_implementation

A simple implementation of Parking System using the Consumer and Producer pattern. This project is for practicing the concepts of Synchronization and Multi-threading in Linux System.

redbase-project

A self-practice on database system implementation, following the Stanford CS346 course project. The notes, specifications for each components can be found on the spec folder.

self_talk

Code and data for the paper: "Unsupervised Common Sense Question Answering with Self-Talk"

simple-implementation-of-cpu

Practice the concepts of Arithmetic Logic Unit, CPU control signals, Pipeline and instruction executions.

simple_recommendation_system_and_anomaly_detection_algorithm

Apply Gaussian distribution to implement Anomaly Detection Algorithm. Then use collaborative filtering algorithm to implement a simple movie recommendation system.

so_mtl_code

Code for SO MTL project. See the Commands.txt and in-line comments about the usage.

software_engineering_shipment_system

sqlalchemy_practice_project

A simple blog database design project using SQLAlchemy to connect Python program and MySQL.

student-teacher-learning-paradigm-project

study-and-practice-data-structure

Study and practice Data Structure

study-and-practice-java

Some code snippets to practice java programming