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John's Projects

beginningdatascience icon beginningdatascience

A repo for materials for engineering PDPs to learn general data science and computer science concepts

d3v4forcetutorial icon d3v4forcetutorial

A step by step tutorial on how to use the d3 v4 forceSimulation system, to create network visualizations using canvas.

datascienceportfolio icon datascienceportfolio

A collection of selected data science projects to demonstrate skill sets, knowledge, and what I find interesting

eda_lab icon eda_lab

Collaborative work for W203 Lab 1 for exploratory data analysis

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

luckyroll icon luckyroll

An application for seeing how lucky your dice rolls in a session of D&D are compared to what is expected

luckyrollml icon luckyrollml

Specifically for ML code around Lucky Roll, may be moved later

machi_ai icon machi_ai

Keras simulation for teaching AI how to play Machi Koro board game

mids_head_start icon mids_head_start

Resources for coming up to speed on everything necessary to tackle the MIDS curriculum

misc_scripts icon misc_scripts

Random scripts in R and Python that do things I've found to be helpful, perhaps to be built into packages at a later date.

pytorch_learning icon pytorch_learning

Notebooks associated with my learning of deep learning + PyTorch platform

rugby7s icon rugby7s

A repository for rugby sevens data sets and analysis programs

rugbystats icon rugbystats

A look into ESPN's available rugby union stats via StatsGuru

shinystats icon shinystats

R Shiny applications created to teach basic statistics concepts for training purposes

splendor_ai icon splendor_ai

a neural-network-based AI that learns to play Splendor

sprm icon sprm

Sparse partial robust M regression

tabarules icon tabarules

Association rules mining pipelines for tabular data

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