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advent-of-code

Advent of Code Solutions

byte-pair-encoder

Simple, minimal implementation of byte pair encoding in rust

chriswmann.me

A data science portfolio website.

cranc

A simple terminal progress indicator in rust.

customer-segmentation

Customer segmentation analysis using online retail data from UCI in R.

datasets

Datasets for data science

django-start-template

Basic file and folder structure for a standalone Django project

dotfiles

driven-data-pump-it-up

high-dimensional-k-means

An exploration of K-Means clustering at higher dimensions

kaggle-house-price-regression

keras-applications-gpu-stress-test

Keras CNN applications for stress testing GPUs at Rolls-Royce

keras-google-colab-tpu

A little demonstration of an artificial neural network that can run on Google Colab with TPU acceleration.

npp_topic_modelling

Topic Modelling of the HPR1000 PRS GDA Submission

pymc

Bayesian Modeling in Python

pyspark-unit-testing

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.

retrieval-augmented-generation

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.

rust-book-exercises

spacetraders

Play https://spacetraders.io/

statsmodels

Statsmodels: statistical modeling and econometrics in Python

stock-trader

Some old scripts which use TensorFlow and the Alpha Vantage API to attempt stock price prediction.

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