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babayefarzan's Projects

pyvlmc icon pyvlmc

Python implementation of Variable Length Markov Chains (VLMC) and associated algorithms.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

resources icon resources

A Highly Opinionated List of Open Source Materials Informatics Resources

senior-thesis icon senior-thesis

Predicts heart attacks by applying deep learning to ECG signals

techniques icon techniques

Jupyter Notebook and Python business intelligence tools and techniques. [Raw upload]

top-scoring-kaggle-model-lanl-eq-prediction-4th-place- icon top-scoring-kaggle-model-lanl-eq-prediction-4th-place-

A simple deep learning model that would score in the top 4 of the recent Kaggle competition "LANL Earthquake Prediction". This approach does not involve ensembling, extensive feature engineering (single simple feature), or a complex network architecture, and is a fundamentally different approach than the one taken by the other top performers.

uinotebooks icon uinotebooks

contains ALL code generated for Principles of Urban Informatics Class at NYU CUSP Fall 2015,16,17,18

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