Owen Xu's repositories
A-Travel-Blogging-System
This is a blogging system I participated and led for my PGCert in IT programme at UoA; applied Java servlet, Javascript, JSP, html, CSS, ajax, and SQL programming in the development.
Albany-Primary-School-Zone-Areas-Children-Population-Data-Visualization
Used ggplot to visualise the children population change based on 2001, 2006 and 2013 NZ census, raw data downloaded from NZ stats.
awesome-computer-vision
A curated list of awesome computer vision resources
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
feature-engineering-book
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
ggplot-examples
basic ggplot appllications
Hello_Github
My first Repository
IEEE-Fraud-Detection-Kaggle
This repo has my scripts for IEEE Fraud Detection Competition on Kaggle
Integer-partition-P-n-k-Table
This is from assignment 2 of Advanced Design and Analysis of Algorithm paper at UoA
keras
Deep Learning for humans
LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
lime
Open source API-compatible alternative to the text editor Sublime Text
lime-1
Lime: Explaining the predictions of any machine learning classifier
Log-likelihood-analysis-in-R
This is an assignment from the paper Statistical Computing from UoA
LSH_Python
some tricky algorithm regarding Local-Sensitive Hashing Algorithm
Minimum-edge-cover
This is a minimum edge cover algorithm for Advanced Design and Analysis of Algorithm paper
mtcnn
MTCNN face detection implementation for TensorFlow, as a PIP package.
Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Regular-Expr-in-R
This is one interesting assignment from Professional Skills for Statisticians about regular expressions in R
scikit-learn
scikit-learn: machine learning in Python
shap
A unified approach to explain the output of any machine learning model.
wuhan2020
武汉新型冠状病毒防疫信息收集平台