Yi Yin's repositories
auto-law-review
Automate the case review on legal case documents.
web-scrape-workshop
A workshop about web scraping I gave at Columbia University during the 2019 Fall semester
free-cell-python
Freecell Game in Text Form Writing in Python
database-design-for-event
Design a database and implement it with Oracle SQL Developer.
machine-learning-python
Survey a list of popular machine learning models and compute them with python.
network-analysis-twitter
Network Analysis on 116th US Congress Senate members' Twitter following status and message.
nlp-python
Automation related to text data with Python.
randomization-simulation-textbook
Add Stata program for a textbook about randomized controlled trials (A/B testing)
data-visualization-r
Visualization projects on numerical, geographical, text and network data analysis.
data-wrangling-r
Data wrangling into real-life insights with R
media-experiment
A Mass Media Experiment in Rural Uganda to violence against women by encouraging disclosure
meta-learner
Gauge the individual treatment effect in randomized controlled trials using Meta-Learner
card-deck-simulation
Simulation and statistical analysis on drawing from a deck of cards with replacement
Font_Library
字體庫
generative_music_playground
This is a list of links for anyone who wants to explore making music with machine learning