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portfolio_optimisation_with_tensorflow

Using Javascript and Tensorflow.js to build a portfolio optimiser with constraints.

posenet_threejs

Using the pre-trained tensorflow.js Posenet model with three.js

primer_linear_regression

Primer on linear regression with statsmodels and scikit-learn

primer_pythonblender

Primer on Generative Art in Blender

python_basics

A super simple walkthrough of Python

python_data_structures

A super simple walkthrough of Python's data structures

quaintitative

My quaint writings

recursion_threejs

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

reddit_data

rossler

generative_rossler

rss_ingestion

A super simple script for getting data from RSS feeds

separateseek_threejs

Port of Daniel Shiffman's Nature of Code to three.js - 3 dimensional path separate and seek three.js

simple_interpolation

Super Simple Primer on Interpolation

simple_selenium

A super simple script to get one started on selenium

styletransfer_x_generativeart

Combining generative art with a simple style transfer

summarise

A super simple script for summarising stuff

tensorflow_browser_d3

A quick introduction on how to use tensorflow.js in the browser for machine learning - linear regression with batch gradient descent, adam optimizer, and a simple square mean error as the loss function. Progress is plotted with D3

the-nature-of-code-examples

Repository for example code from The Nature of Code book

three_vertices

A simple primer on manipulating vertices in three.js

threejs_basics

A simple primer on three.js

threejs_music

A simple primer on using music in three.js

time_series_python

Time series analysis is essential when looking at financial data. Time series analysis simply means analysing data that changes over time. While we can apply many of the same techniques that we use to analyse other data-types to time series data, there are some other concepts and techniques that we need to learn.

tm-gcn

Pytorch code for TM-GCN, a Dynamic Graph Convolutional Networks Using the Tensor M-Product

topic_modelling

tween_p5_fishes

Mashing up p5.js and GSAP to tween fishes in a pond.

twitter

A super simple script for getting data from Twitter

twitter_sentiment

Just a super simple script for sentiment scoring of tweets.

waterfall

generative waterfall

wikidata_kg

wolfram_ca_threejs

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