Derek Zhao (@zhao1701)
github

zhao1701

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  • Stars
    star
    111
  • Global Rank 192,845 (Top 7 %)
  • Followers 22
  • Following 1
  • Registered about 10 years ago
  • Most used languages
    Jupyter Notebook
         88.9 %
    Python
         11.1 %
  • Location πŸ‡ΊπŸ‡Έ United States
  • Country Total Rank 41,309
  • Country Ranking
    Jupyter Notebook
         1,485

Top repositories

1

spotify-song-lyric-analysis

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
47
star
2

extending-deep-ER

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 tests a number of extensions designed to improve DeepER's accuracy.
Jupyter Notebook
44
star
3

machine-learning-implementations

A collection of common learning algorithms implemented from scratch using Python.
Jupyter Notebook
10
star
4

tweetrater

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
star
5

supervised-vae

Python
2
star
6

polling-error-correction

This personal machine learning project classifies voters and non-voters to improve polling accuracy.
Jupyter Notebook
2
star
7

springboard-assignments-tutorials

Jupyter Notebook
1
star
8

tcvae

Jupyter Notebook
1
star
9

amazon-movie-recommendation

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
star