Leon Yin

inspect-element. Inspect Element is a practitioner's guide to auditing algorithms and data-driven investigations

pydata2017. This is the code and presentation for my PyData2017 talk "Reverse Image Search Using Out-of-the-box Machine Learning Libraries

LocalNewsDataset. The documentation and scripts for the Local News Dataset

links-as-data. This is an example of using Links as data

Disinfo-Doppler. A collection of code to help study images

lede-2023. Class notes and HW for Lede

googlespreadsheets. Python Wrapper for Google Sheets API to read and write to and from Google Sheets

lede-2024. Jupyter Notebook

lede-2025. Jupyter Notebook

SOCCOM. Accessing ARGO float data from SOCCOM's Anonymous FTP

s3. s3 helpers for reading files to/from pandas dataframes, moving files between buckets, and persisting scikit-learn classifiers.. all in s3.

us-spending. getting data from usspending.com

twitter_followers. Jupyter Notebook

language-models-three-body. A word-level language model with 2 bi-directional LSTMs implemented in PyTorch

jupyter_intro. Jupyter Notebook

kaggle. Notebooks for Kaggle Competitions

usnpl. Scraper for USNPL

physical-oceanography. homeworks for Ryan Abernathy's Intro to Physical Oceanography Course.

fake_news. Jupyter Notebook

yinleon.github.io. Code and images for personal site

NASAD18O. Fortran exercises for physical and chemical oceanography.