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hamp

HAMP Model for Learning Heterogeneous Networks with Multimodal and Positional Attributes

handcoding_viz

3 Days of Hand Coding Visualisations

html_scraping

Super simple script (SSS) on scraping a HTML page

intro_jupyternotebook

A super simple introduction to the Jupyter Notebook

intro_numpy

A simple script to get up to speed on Numpy

intro_pandas

A super simple walkthrough of Pandas

kece

Paper: Learning Knowledge-Enriched Company Embeddings for Investment Management, 2nd ACM International Conference on AI in Finance 2021

koch_threejs

Port of Daniel Shiffman's Nature of Code to three.js - 3 dimensional Koch fractal in three.js

linear_algebra_portfolio_optimisation

A simple script on linear algebra and portfolio optimisation

log_regression_scratch

Using just Javascript without any machine learning libraries to build a logistic regression model, and visualising the data generation, training and prediction process straight in the client/browser.

lorenz

generative lorenz

lorenz_threejs

An experiment with the lorenz equation in three.js

lsystem_threejs

Port of Daniel Shiffman's Nature of Code to three.js - 3 dimensional L system fractal in three.js

maan-emaan

machine_learning_methods_collection_javascript

A collection of machine learning methods implemented in Javascript

measure_marketrisk_var

Simple introduction to VAR, one of the most commonly used measures of market risk

monte_carlo_sim_var

Simple introduction to Monte Carlo simulation, applied to VAR

multi-variate_regression

Super simple introduction to multi-variate regression in Python

natureofcode_threejs

Nature of Code Processing Examples Ported to three.js

network_garden_d3

Creating a pretty little network chart in d3.js

noisy_movement_threejs

Nature of Code port to three.js - 3 dimensional movement with Perlin noise in three.js

notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

oscillation_threejs

Port of Daniel Shiffman's Nature of Code to three.js - 3 dimensional oscillation three.js

p5_blob

p5.js code to draw organic blobs

pandas_load_viz

A super simple script on how to load and visualise data in Pandas

particle_swarm_optimisation_p5

Using Javascript to visualise how a particle swarm optimiser searches for the local minimum.

particlesystem_threejs

Port of Daniel Shiffman's Nature of Code to three.js - 3 dimensional particle system three.js

pathfollowing_threejs

Port of Daniel Shiffman's Nature of Code to three.js - 3 dimensional path following in three.js

pdf_downloads

Just a super simple script to automate the downloading of PDFs from a webpage.

polynomial_regression

Primer on polynomial regression in Python