Chris (chriswmann)

chriswmann

Geek Repo

Company:Overstone Art

Location:Remote

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Chris's repositories

keras-google-colab-tpu

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

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stock-trader

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

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advent-of-code

Advent of Code Solutions

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aoc-2023

Advent of Code 2023

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chriswmann.me

A data science portfolio website.

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customer-segmentation

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

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datasets

Datasets for data science

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django-start-template

Basic file and folder structure for a standalone Django project

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high-dimensional-k-means

An exploration of K-Means clustering at higher dimensions

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keras-applications-gpu-stress-test

Keras CNN applications for stress testing GPUs at Rolls-Royce

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npp_topic_modelling

Topic Modelling of the HPR1000 PRS GDA Submission

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pymc

Bayesian Modeling in Python

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python-ds-stack-docker

python-based data science stack docker template including Jupyter and VS Code

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r-east-midlands-house-price-analysis

Analysis of house prices in the East Midlands, United Kingdom, using R.

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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.

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spacetraders

Play https://spacetraders.io/

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statsmodels

Statsmodels: statistical modeling and econometrics in Python

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submarine_portal

A quick mock-up of a submarine availability portal. (Not responsive as it's intended for a desktop environment only.)

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tidymodels

Learning tidymodels

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uk-population-analysis

EDA of the UK's population from 1981 to 2018.

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vscode-settings

Snippets for VS Codium/Code

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