yinleon's Repositories

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Lab for Linear and Logistic Regression, SciKit Learn

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biological-oceanography

class experiment for Andy Juhl's Introduction to Biological Oceanography at Columbia University

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Exploring DW-nominate and ProPublica Congress API

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fast.ai Courses

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cryptic_command

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deeplearningbook

notes from the deep learning book

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Disinfo-Doppler

A collection of code to help study images

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googlespreadsheets

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

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inspect-element

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

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interpreting_nerual_networks

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introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

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Introduction to Machine Learning Notebooks

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japanese_breakfast

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jupyter-notebook-site-autobuild

Lil' baby static site builder that creates a website from Jupyter notebooks and markdown files

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Notebooks for Kaggle Competitions

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language-models-three-body

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

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Class notes and HW for Lede

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This is an example of using Links as data

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LocalNewsDataset

The documentation and scripts for the Local News Dataset

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matplotlib: plotting with Python

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Research and Engineering for NASA GISS.

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Fortran exercises for physical and chemical oceanography.

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nbc_russian_trolls

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Data scraping, modeling and visualization of NSF award history.

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Helper files for using NYU HPC

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Analysis of physical and biochemical data from the Palmer LTER station in Antarctic

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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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physical-oceanography

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

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Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

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

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python-google-speech-scripts

Simple scripts to interact with Google's speech services

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A Python 3 mirror of Mario Klingman (@Quasimondo)'s Rasterfairy package

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A module for metadata when running a notebook

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

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scikit-learn: machine learning in Python

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This app explores the remote web browsing capabilities of Selenium

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Scripts for setting up a machine

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:dragon: smappdragon is a set of tools for working with twitter data.

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smappdragon-tutorials

Tutorials and analysis in SmappDragon

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⚙ smapputil is a repository with javascript , python, and bash scripts for doing things.

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Accessing ARGO float data from SOCCOM's Anonymous FTP

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Classifies each tree in NYC from NYC open data and creates an output file containing interesting statistics.

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twitter_followers

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getting data from usspending.com

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Scraper for USNPL

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yinleon.github.io

Code and images for personal site

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