Hackore

How to properly override equals.() method in Java

Posted on Aug 19, 2018 in Tutorial • 1 min read

Short version for index and feeds

How to Publish a Pelican Blog via GitHub

Posted on Jul 16, 2018 in Tutorial • 12 min read

Simple guide to publishing a Pelican blog via GitHub

Random Forest Classification

Posted on Jul 16, 2018 in Notes • 12 min read

Basic applications and features of Random Forest Classification

SVC

Posted on Jul 16, 2018 in Notes • 12 min read

Basic applications and features of SVC

Data Evaluation

Posted on Jul 16, 2018 in Notes • 15 min read

Choosing ML algorithms, evaluating and tuning model parameters.

Basic Conda Guide

Posted on Jul 16, 2018 in tutorial • 11 min read

Conda installation and basic operations.

Troubleshoot: Conda CommandNotFoundError on Mac

Posted on Jul 16, 2018 in Troubleshoot • 11 min read

Troubleshoot conda command error.

How to Run CPU CNTK on Mac with Docker

Posted on Jul 16, 2018 in Tutorial • 10 min read

Easy installation of CPU CNTK on Mac.

How to Run Google Datalab with Docker

Posted on Jul 16, 2018 in Tutorial • 10 min read

Easy installation of Google Datalab.

Scraping IMDb and Wiki

Posted on Jun 22, 2018 in Notes • 12 min read

Collecting different movie title translations of China, Hong Kong, and Taiwan from wiki, using movie lists from IMDb.

Preprocessing - Feature Scaling

Posted on Jun 14, 2018 in Notes • 13 min read

Introduction to some of the more common feature scaling schemes which are important in preprocessing data.

PCA Dimensionality Reduction

Posted on Jun 14, 2018 in Notes • 12 min read

An unsupervised learning technique that reduces the dimensionality of your datasets.

Linear Regression

Posted on Jun 14, 2018 in Notes • 11 min read

A supervised learning technique to interpolate or extrapolate your datasets with linear relations.

Isomap Dimensionality Reduction

Posted on Jun 14, 2018 in Notes • 11 min read

An unsupervised learning technique that reduces the dimensionality of your datasets.

Data Visualisation

Posted on Jun 14, 2018 in Notes • 12 min read

Some of the more common visualisation techniques for higher dimensionality data.

Data Splitting

Posted on Jun 14, 2018 in Notes • 10 min read

How to split data into training sets and testing sets.

K-Means Clustering

Posted on Jun 14, 2018 in Notes • 10 min read

Basic applications and features of K-Means clustering

K-Neighbors Classification

Posted on Jun 14, 2018 in Notes • 11 min read

Basic applications and features of K-Neighbors Classification

Scraping Liberty Times Net

Posted on Jun 14, 2018 in Project Code • 11 min read

Collecting corpora for a translation project.

How To Use Gensim API

Posted on Jun 14, 2018 in Project Code • 12 min read

Applications of Gensim API.

How To Use Google Cloud Translation API

Posted on Jun 14, 2018 in Project Code • 10 min read

Applications of Google Cloud Translation API.

Beautiful Soup Basics

Posted on Jun 14, 2018 in Notes • 15 min read

Basic operations of beautiful soup and work flow.