xujiachang1024 Goto Github PK

car-showroom

chutes-and-ladders

Archive for networked desktop application to play the classic board game Snakes and Ladders

cleaningdata_project

The purpose of this project is to demonstrate my ability to collect, work with, and clean a data set.

data-science-specialization

Data Science Specialization by John Hopkins University on Coursera

datasharing

The Leek group guide to data sharing

deep-learning-specialization

Archive of my work to earn the Deep Learning Specialization by Andrew Ng on Coursera

developing-data-products

ensemble-learning-wrapper

The module to wrap an ensemble of model training to combat overfitting

exploratory_plotting1

Plotting Assignment 1 for Exploratory Data Analysis, part of Data Science Specialization by John Hopkins University on Coursera

exploratory_plotting2

Plotting Assignment 2 for Exploratory Data Analysis, part of Data Science Specialization by John Hopkins University on Coursera

fault-diagnosis-with-ml

Fault Diagnosis with Machine Learning Methods, the dissertation project of my MSc Data Science degree at King's College London

financial-software-prototypes

Archive for Margin Buying Rank Prototype & Portfolio Calculator Prototype

fuelefficiency_analysis

The purpose of this project is to demonstrate my ability to clean raw dataset, construct regression models, and communicate the findings in a reproducible fashion.

gitignore_templates

A collection of useful .gitignore templates

hadoop-mapreduce-projects

Use MapReduce framework to implement auto complete functionality, PageRank algorithm, and recommender system

handwritten-digit-recognition

Use Naive Bayesian Learning to classify images of handwritten digits from MNIST database

humanactivity_prediction

Apply machine learning algorithms to predict human activity

incometax_calculator

Python program to read a file containing taxable income information of a list of employees, and to calculate their income taxes

lyricscloud

This web application implemented in HTML, JavaScript, and PHP generates word clouds for the lyrics of specified artists. Acceptance tests and unit tests are written in PHP. Powered by MusixMatch.

machine-learning-capstone

USC Computer Science Capstone Project with Mobilized Construction, using machine learning to locate speed bumps with accelerometer and GPS data

machinelearning_demo

Useful demo of machine learning using R programming language

make-campaign-routes-great-again

Reduce campaign route planning to the travelling salesman problem, and use 2-Opt Swap algorithm to optimize routes

margin-buying-rank-prototype

Use Selenium WebDriver to scrape margin trading information from web

mathematical-optimization

Mathematical Optimization: the Mathematics for Machine Learning

mdp-pac-man

Design and Implementation of Pac-Man Strategies with Embedded Markov Decision Process in a Dynamic, Non-Deterministic, Fully Observable Environment

microblog

Archive for desktop application to simulate basic Twitter functionalities

numpy-based-neural-network

A highly modular design and implementation of fully-connected feedforward neural network structured on NumPy matrices

paragon-database

PostgreSQL schema of Paragon Database, and its physical design

pathfinding-pac-man

Model-Based Reflex Agent Design of Pac-Man Strategies with Support of Pathfinding Algorithms in a Partially Observable Environment

portfolio-calculator-prototype

Calculator software to Estimate Portfolio EAR for Huatai Securities