quaintitative

Some notes relating to Machine Learning

This is just an ongoing list of short notes or gists on general Machine Learning related stuff.

• (Almost) All the Most Common Machine Learning Algorithms in Javascript
• Look, no hands — Logistic Regression Classification in plain ole Javascript
• Introduction to Machine Learning Right Inside the Browser
• Don’t overfit! Why we need to select factors for data science
• Introduction to Multi-Variate Regression in Python
• Primer on Linear Regression in Python
• Primer on Polynomial Regression in Python

Articles

Comparing Prompts for Different Large Language Models (Other than ChatGPT)

AI and UIs

Listing NFTs

Extracting and Processing Wikidata datasets

Extracting and Processing Google Trends data

Extracting and Processing Reddit datasets from PushShift

Extracting and Processing GDELT GKG datasets from BigQuery

Some notes relating to Machine Learning

Some notes relating to Python

Using CCapture.js library with p5.js and three.js

Introduction to PoseNet with three.js

Topic Modelling

Three.js Series - Manipulating vertices in three.js

Three.js Series - Music and three.js

Three.js Series - Simple primer on three.js

HTML Scraping 101

(Almost) The Simplest Server Ever

Tweening in p5.js

Logistic Regression Classification in plain ole Javascript

Introduction to Machine Learning Right Inside the Browser

Nature and Math - Particle Swarm Optimisation

Growing a network garden in D3

Data Analytics with Blender

The Nature of Code Ported to Three.js

Primer on Generative Art in Blender

How normal are you? Checking distributional assumptions.

Monte Carlo Simulation of Value at Risk in Python

Measuring Expected Shortfall in Python

Style Transfer X Generative Art

Measuring Market Risk in Python

Simple charts | crossfilter.js and dc.js

d3.js vs. p5.js for visualisation

Portfolio Optimisation with Tensorflow and D3 Dashboard

Setting Up a Data Lab Environment - Part 6

Setting Up a Data Lab Environment - Part 5

Setting Up a Data Lab Environment - Part 4

Setting Up a Data Lab Environment - Part 3

Setting Up a Data Lab Environment - Part 2

Setting Up a Data Lab Environment - Part 1

Generating a Strange Attractor in three.js

(Almost) All the Most Common Machine Learning Algorithms in Javascript

3 Days of Hand Coding Visualisations - Day 3

3 Days of Hand Coding Visualisations - Day 2

3 Days of Hand Coding Visualisations - Day 1

3 Days of Hand Coding Visualisations - Introduction