elinorwahl Goto Github PK
Name: Elinor Wahl
Type: User
Bio: 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.
Location: New York
Elinor Wahl's Projects
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
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
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
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
unity-navigation-reinforcement-learning
A deep q-network AI agent that learns to collect bananas in a Unity environment
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