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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.

ncov-2019-data-science

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