Excited about the opportunities enabled by machine learning, AI, and data/visualization. Lover of complex systems theory, physics, music, games, and making.
- Pennsylvania
- erica.wythasea.net
- in/ericaceaeking
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DimReduction_Clustering
DimReduction_Clustering PublicUse of different clustering, preprocessing, and dimension-reduction, and combinations on motions and particles datasets.
Jupyter Notebook
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MDP_Taxi_Problem
MDP_Taxi_Problem PublicExploring policy and value iteration and Q-Learning using Taxi MDP. Uses OpenAI environment with significant modifications to reward system including stochastic elements and congestion zones/tolls.
Jupyter Notebook
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Motions_and_Particles_MLModeling1
Motions_and_Particles_MLModeling1 PublicExploring a variety of methods to perform predictive analysis on two datasets, one relating electrical muscle sensor data to hand signals and one relating a variety of physical sensors to ID subato…
Python
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