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Achievement: Starstruckx2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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@cleanzr @UrbanLandUse @STA-790-ER @Duke-Chronicle-Project @STA-690-S21 @gazetedentarihebakis @forensic-science @Data-Visualization-for-Family-Health @sta199-fa21-003 @sta199-02-fall2021 @Valires

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OlivierBinette/README.md

Olivier Binette, Ph.D.

Computational Legal Scientist, Duke Law Data Lab

Previously

  • Research Scientist (ML Fairness and Explainability), Upstart
  • Research Data Scientist, American Institutes for Research
  • Statistical Science Ph.D., Duke University
  • Mathematics M.Sc. and B.Sc., Université du Québec à Montréal

Links

Some Stats

Personal Software Projects

Python Packages

Project Description Role Stars
GroupTreeShap GroupSHAP variant of the TreeSHAP algorithm. Creator stars
PatentsView-Code-Examples Training resources for working with PatentsView APIs and Open Data. Core Contributor stars
Deepchecks' PerformanceBias Contributed the performance_bias module to Deepchecks' open-source package. Contributor stars
Streamlit-Survey Survey components for Streamlit apps. Creator stars
CSVMeta Lightweight csv read/write, keeping track of csv dialect and other metadata. Creator stars
ER-Evaluation End-to-end evaluation of entity resolution systems. Creator stars
StringCompare Efficient string similarity using C++ and PyBind11. Creator stars

R Packages

Project Description Role Stars
MSETools Code and analyses for the paper titled “On the Reliability of Multiple Systems Estimation for the Quantification of Modern Slavery” (Binette and Steorts, 2021). Creator stars
FingermatchR Fingerprint matching tools based on NIST's Biometric Image Software, on FingerJet minutiae extraction tool, and on the libfmr library. Creator stars
cache Lightweight caching for data science workflows. Creator stars
assert Lightweight assertions for data science workflows. Creator stars
dgaFast/dga Multiple Systems Estimation Using Decomposable Graphical Models. Maintainer stars
TessTools Tools for the use of Tesseract OCR in R and for the analysis of historical newspaper archives. Creator stars

Other Software

Project Description Role
Fractals A Javascript Mandelbrot set visualization app, built using early browser multithreading technologies (2014). Creator
Welcome to the Moon App Companion app to the wonderful Welcome to the Moon board game. Creator
Earthquakes Visualize earthquakes on the globe. Creator

Tools I Use

Python R C C++ Java JavaScript bash NumPy Pandas tidyverse ggplot2 scikit-learn XGBoost PyTorch statsmodels Plotly DuckDB SQLite PostgreSQL pgvector Apache Arrow Parquet ElasticSearch

Hugging Face OpenAI Anthropic Pydantic Pydantic AI LiteLLM LM Studio Inspect AI asyncio Streamlit Reflex Next.js Tailwind CSS

Linux Docker Kubernetes AWS Git Github Actions uv conda pixi Pytest Quarto LaTeX vscode

Data sources I use

CourtListener SCALES-OKN Habeas Dockets Caselaw Access Project Oyez TRAC BJS SEC EDGAR OpenCorporates Census Bureau IPUMS Data.gov

Pinned Loading

  1. Awesome-Entity-Resolution Awesome-Entity-Resolution Public

    List of entity resolution software and resources.

    137 16

  2. er-evaluation er-evaluation Public

    An End-to-End Evaluation Framework for Entity Resolution Systems

    Python 38 11

  3. streamlit-survey streamlit-survey Public

    Survey components for Streamlit apps

    Python 26 14

  4. StringCompare StringCompare Public

    Efficient String Comparison Functions and Fuzzy String Matching

    Python 21 2

  5. cache cache Public

    Easily cache and retrieve computation results in R

    R 7 1

  6. assert assert Public

    Lightweight validation tool for checking function arguments and data analysis scripts.

    R 12 1