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matt2371's Projects

cdec-scraper icon cdec-scraper

Scrapes CDEC website for data given station ID. Also can find all stations with a given type of sensor (flow, storage, temp, ect...).

climate_detection icon climate_detection

Uses statistical testing, numerical variance decomposition, and logistic regression to study when projected water resources objectives change significantly compared to the historical data

ml_notes icon ml_notes

Notes for supervised and unsupervised machine learning algorithms

neuron-spikes icon neuron-spikes

Analyzing spike train data in mice from Steinmetz et al. (2019)

proposition99 icon proposition99

Demonstration of the synthetic control method using data from California's Proposition 99 (tobacco control)

stanford-cs224n-nlp icon stanford-cs224n-nlp

The course notes about Stanford CS224n Natural Language Processing with Deep Learning Winter 2019 (using PyTorch)

toronto-crimes icon toronto-crimes

Predicting major crime types in Toronto using data from the Toronto Police Service

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