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ada-2017-justice

Applied Data Analytics training program focused on criminal justice

cmto-replication-code

Replication code for Bergman, P., Chetty, R., DeLuca, S., Hendren, N., Katz, L. F., & Palmer, C. (2020)

cos424_code

Code for assignments for COS424: Fundamentals of Machine Learning

data_science_campaigns

Data Science and Political Campaigns Course at Yale

datavisualization

Intro to Data Visualization in Python with Bokeh

food-insecurity-during-covid-19

Analysis of U.S. Census Bureau's Household Pulse Survey (Measuring Household Experiences during the Coronavirus Pandemic)

introregression

Materials for Intro to Linear Regression with Python

jupyter-dash

Develop Dash apps in the Jupyter Notebook and JupyterLab

kms-nl

tekstboek Kwantitatieve Methoden en Statistiek (NL versie)

linearmodels

Add linear models including instrumental variable and panel data models that are missing from statsmodels.

machine-learning-projects

Machine learning work

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

ml-intro

nycdb

Database of NYC Housing Data

oca

ETL process for deidentified NYC Housing Court Filings data

pandas

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

particles

Sequential Monte Carlo in python

plotly.py

The interactive graphing library for Python (includes Plotly Express) :sparkles:

ppd599

USC urban data science course series with Python and Jupyter

programmingforanalytics

Course material for an intro to programming class for analytics students

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-introduction

A set of notebooks the provide an introduction to Python.

qgis-documentation

r-demos

Collection of R demos

research_examples

Example code from research projects

rtc-eviction-viz

Eviction visualization for Right To Counsel NYC.

rtu-neighborhood-map

Neighborhood map for Ridgewood Tenants Union

shakespeare-generator

Implemented an LSTM model to generate text like William Shakespeare.

spatialanalysis_r

This training course introduces SF, an R package for handling geographic data.

word_cloud

A little word cloud generator in Python