Elinor Wahl's repositories
pacman-search
An AI agent that plays Pac-Man using map-searching algorithms and heuristics
unity-navigation-reinforcement-learning
A deep q-network AI agent that learns to collect bananas in a Unity environment
ai-classical-planning
A simple Python demonstration of graph search planning strategies
adversarial-search-game-players
A game of knight's Isolation between two AIs, to test minimax alpha-beta search and Monte Carlo tree search
continuous-control-reinforcement-learning
A multi-agent DDPG that learns to control simulated robotic arms in a Unity environment
collaboration-competition-reinforcement-learning
A multi-agent DDPG that learns to play competitive games in a Unity environment
gan-face-generator
A generative adversarial network that generates photorealistic faces
pytorch-image-classifier
An image classifier built on PyTorch and enabled for both Jupyter Notebooks and Python
cnn-dog-breed-classifier
A convolutional neural network that processes images and predicts dog breeds
disaster-response-pipeline
A machine learning pipeline that creates a dataframe of disaster messages, trains a classifier, and displays data on a web app
hmm-tagger
A part-of-speech tagger built on hidden Markov models
movie-database-investigation
A study and visual examination of data on films taken from The Movie Database
rl-quadcopter-sim
Teach a simulated quadcopter to fly with reinforcement learning and deep deterministic policy gradients
rnn-tv-script-generator
A recurrent neural network that learns to process language from tv scripts and generates new scripts
stack-overflow-data-science-blog-post
A data science exploration of Stack Overflow's 2019 Developer Survey
sudoku-solver
A simple Python algorithm for solving sudoku puzzles