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ames_housing

Using linear regression as the sole model to compete in the Ames Housing Regression Challenge

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

gen-arg-encoder

Code for paper "Document-Level Argument Extraction by Conditional Generation". NAACL 21'

melee_pretrain

miami_road_closure

Using tweets from the Miami area during Hurricane Florence to see if road closures can be predicted in real time and applying this data to evacuation and routing optimization

neuron_poker_bot

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

notes

Resources to learn more about Machine Learning and Artificial Intelligence

pokemon_competitive

pokemon_typing

Pokemon type classifier based on sprites and potentially other images

pokerbot

pokercfr

reddit_classifier

Comparing effectiveness of common NLP models on classifying subreddit posts

rhythm_classification

Classify Rayark Studio songs based on the game they came from

scikit-learn

scikit-learn: machine learning in Python

super-smash-bros-melee-ai

This is a deep learning AI implementation for the game Super Smash Bros Melee. The game will be ran on a stable build of the Dolphin emulator.