Chris's repositories
keras-google-colab-tpu
A little demonstration of an artificial neural network that can run on Google Colab with TPU acceleration.
stock-trader
Some old scripts which use TensorFlow and the Alpha Vantage API to attempt stock price prediction.
advent-of-code
Advent of Code Solutions
aoc-2023
Advent of Code 2023
chriswmann.me
A data science portfolio website.
customer-segmentation
Customer segmentation analysis using online retail data from UCI in R.
django-start-template
Basic file and folder structure for a standalone Django project
high-dimensional-k-means
An exploration of K-Means clustering at higher dimensions
keras-applications-gpu-stress-test
Keras CNN applications for stress testing GPUs at Rolls-Royce
npp_topic_modelling
Topic Modelling of the HPR1000 PRS GDA Submission
pymc
Bayesian Modeling in Python
python-ds-stack-docker
python-based data science stack docker template including Jupyter and VS Code
r-east-midlands-house-price-analysis
Analysis of house prices in the East Midlands, United Kingdom, using R.
rr-lon-stock-price-gru
A recurrent gated unit network which attempts (poorly) to defy the efficient market hypothesis and predict the price of Rolls-Royce shares.
spacetraders
Play https://spacetraders.io/
statsmodels
Statsmodels: statistical modeling and econometrics in Python
submarine_portal
A quick mock-up of a submarine availability portal. (Not responsive as it's intended for a desktop environment only.)
tidymodels
Learning tidymodels
uk-population-analysis
EDA of the UK's population from 1981 to 2018.
vscode-settings
Snippets for VS Codium/Code