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1. machine-learning-implementations machine-learning-implementations Public

   A collection of common learning algorithms implemented from scratch using Python.

   Jupyter Notebook 11 6

2. spotify-song-lyric-analysis spotify-song-lyric-analysis Public

   An extended analysis of the evolution of American popular music from 1960 to 2017 using data from the Billboard Year-End Hot 100 charts, lyrics scraped from the web, and Spotify audio features.

   Jupyter Notebook 50 6

3. extending-deep-ER extending-deep-ER Public

   This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs on benchmark datasets under a variety of conditions and also …

   Jupyter Notebook 44 21

4. amazon-movie-recommendation amazon-movie-recommendation Public

   This two-part project explores the performance of various collaborative filtering methods for inferring user-item ratings for Amazon's film and TV catalog.

   Jupyter Notebook 1 2

5. tweetrater tweetrater Public

   TweetRater is a personal machine learning project in which an algorithm classifies tweets as either inoffensive, offensive, or hate speech and is then deployed as a web app.

   Jupyter Notebook 3 1

6. polling-error-correction polling-error-correction Public

   This personal machine learning project classifies voters and non-voters to improve polling accuracy.

   Jupyter Notebook 2