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Stanford University
- Palo Alto, CA
- jonzia.com
- @jon_zia
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EMG-Reference-Generator Public
Generates EMG/NCS reports with reference values included.
Python MIT License UpdatedMay 12, 2024 -
Monopoly Public
Training autonomous agents to play monopoly via reinforcement learning (MATLAB).
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GaussianMixture Public
Unsupervised clustering with Gaussian mixture models (GMMs) (MATLAB).
MATLAB MIT License UpdatedDec 29, 2021 -
Codenames Public
Basic computer program that plays the game Codenames. (MATLAB)
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Chess Public
Program that learns to play chess via reinforcement learning (Tensorflow).
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Recurrent_Autoencoder Public
Sequence-to-sequence autoencoder for unsupervised learning of nonlinear dynamics (Tensorflow).
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LSTM_Network Public
LSTM network designed for prediction and/or classification. (Tensorflow)
Python MIT License UpdatedDec 29, 2021 -
NeuralNetStudio Public
Platform + GUI for hyperparameter optimization of recurrent neural networks (MATLAB).
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Scrabble Public
Learning Scrabble via reinforcement learning (MATLAB).
MATLAB MIT License UpdatedNov 29, 2021 -
Catan Public
Settlers of Catan bot trained using reinforcement learning (MATLAB).
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Manifold Public
Manifold mapping with ISOMAP (MATLAB).
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Robotarium Public
Training networked agents to perform herding tasks using reinforcement learning in the GT Robotarium (MATLAB).
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ProbabilisticGraphs Public
Designing and training probabilistic graphical models (MATLAB).
hmm graphs graphical-models factor-graphs probabilistic-graphical-models hidden-markov-models hidden-statesMATLAB MIT License UpdatedMar 30, 2021 -
GeneticAlgorithms Public
Genetic algorithm applied to sorting shuffled datasets (MATLAB).
MATLAB MIT License UpdatedMar 8, 2021 -
WordnetDataCapture Public
Program that compiles Princeton Wordnet lexical data into readable text files using the JWI API by MIT. (Java)
Java MIT License UpdatedMar 8, 2021