Chloe L.'s repositories

autism_web_server

A web-based integrated machine learning framework for autism spectrum disorder prediction; written in Python.

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spotify_hit_prediction

Is pop music really formulaic? Analyzed a Spotify dataset and optimized 7 different machine learning algorithms to predict track success.

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awesome-dash

A curated list of awesome Dash (plotly) resources

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course-v3

The 3rd edition of course.fast.ai

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DataScienceCourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

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deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

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ndc_map

Mapping U.S. FDA National Drug Codes (NDC) to Drug Classes and Codes

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PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

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extubation_readiness_classifier

Trained a recurrent neural network to predict patient physiologies associated with extubation readiness.

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hotel_booking_recommender-

Revenue Management with Hotel Booking Cancellation Predictions using a Machine Learning Classification Model; written in Python.

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pr_auc_curves

Computes precision-recall and receiver operator curves from scratch without using Python's SciKitLearn Library.

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d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

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