yinleon/yinleon.github.io

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yinleon/yinleon.github.io

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Code and images for personal site

inspect-element

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

Jupyter Notebook

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

Jupyter Notebook

Disinfo-Doppler

A collection of code to help study images

Jupyter Notebook

links-as-data

This is an example of using Links as data

Jupyter Notebook

googlespreadsheets

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

lede-2023

Class notes and HW for Lede

Jupyter Notebook

s3

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

Jupyter Notebook

SOCCOM

Accessing ARGO float data from SOCCOM's Anonymous FTP

Jupyter Notebook

twitter_followers

Jupyter Notebook

us-spending

getting data from usspending.com

Jupyter Notebook

NASAD18O

Fortran exercises for physical and chemical oceanography.

kaggle

Notebooks for Kaggle Competitions

Jupyter Notebook

jupyter_intro

Jupyter Notebook

usnpl

Scraper for USNPL

Jupyter Notebook

fake_news

Jupyter Notebook

physical-oceanography

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

language-models-three-body

A word-level language model with 2 bi-directional LSTMs implemented in PyTorch

Jupyter Notebook