Tom Stanley-Becker's repositories
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
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.
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