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