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John Carrigan's Projects

draftfast icon draftfast

A tool to automate and optimize DraftKings and FanDuel lineup construction.

epldecoder icon epldecoder

EPL Fantasy Football website bootstrap API decoder

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facebook_json_to_graph icon facebook_json_to_graph

R code that converts a Facebook network in JSON form to a nodes and edge csv file for use in R. You can get your Facebook network in JSON form using the Lost Circles Chrome plugin

fanduel-predictions icon fanduel-predictions

Capstone project for General Assembly's Data Science Immersive. Predicted fantasy football points for various positions on the Daily Fantasy Sports website, FanDuel.

fantasy icon fantasy

Machine learning for fantasy football draft prediction

fantasy-basketball icon fantasy-basketball

Scraping statistics, predicting NBA player performance with machine learning, and optimising lineups for Draft Kings. Capstone Project for Machine Learning Engineer Nanodegree by Udacity.

fantasyfootballopt icon fantasyfootballopt

Fantasy football optimization model created using Python with the Pandas and Pyomo packages. Takes aggregated projected player data with their daily salary values and creates an an optimal lineup. Also has script to back test previous years data to check viability of model.

fantasynns icon fantasynns

Code for generating models that predict Fantasy Football point totals.

fcc_nn_research icon fcc_nn_research

Cleaned-up notebooks used in researching public comments for FCC Proceeding 17-108 (Net Neutrality Repeal)

finrl icon finrl

A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. 🔥

fpl icon fpl

A Python wrapper for the Fantasy Premier League API.

gluon-ts icon gluon-ts

GluonTS - Probabilistic Time Series Modeling in Python

go icon go

The Open Source Data Science Masters

gocodecolorado-kbase-public icon gocodecolorado-kbase-public

Helpful resources for teams including metadata documentation, diagrams, instructions, data stories and more. Public repo items are provided for Go Code Colorado Competitors and the public by State of Colorado Data Stewards and Go Code Colorado InKind Partners.

golf-analysis icon golf-analysis

Golf analysis notebooks created using PGA Tour Shotlink Data.

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt-2-simple icon gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

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