Olivier Binette, Ph.D.

Awesome-Entity-Resolution. List of entity resolution software and resources.

er-evaluation. An End-to-End Evaluation Framework for Entity Resolution Systems

streamlit-survey. Survey components for Streamlit apps

StringCompare. Efficient String Comparison Functions and Fuzzy String Matching

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

fingermatchR. Fingerprint matching tools based on NIST's mindtct and bozorth3 algorithms.

groupbyrule. Deduplicate data using fuzzy and deterministic matching rules.

welcome-to-the-moon-card-flipper. Card flipping app for "Welcome to the Moon"

cache. Easily cache and retrieve computation results in R

VisTree. Jupyter Notebook

TessTools. Tools for the use of Tesseract OCR in R

earthquakes. 3D data visualization with WebGL/three.js

mcreplicate. Multi-core replicate

simple-typo-tolerant-search. Efficient typo-tolerant search in 76 lines of code, with no dependencies.

csv-search. Quickly setup elasticsearch and a web search UI for arbitrary csv tables.

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).

dgaFast. Multiple Systems Estimation Using Decomposable Graphical Models. This is an efficient re-implementation and extension of the dga R package.

pretty. Better baser plots in R.

r-presentation-template. HTML

LipSample. MATLAB code to sample arbitrary Lipschitz continuous densities on the interval.

BayesianRecordLinkage.jl. Perform Bayesian record linkage with a one-to-one matching assumption.

Fractals. A Javascript Mandelbrot set explorer and it's more experimental (and performant) Java counterpart.

mpower. Power Analysis Using Monte Carlo Simulation

CSVMeta. Lightweight csv read/write, keeping track of csv dialect and other metadata.

USPTO-Patents-XML-Resources. USPTO XML resources and data examples for patent text.

JSM-2023. ER-Evaluation Demo for JSM 2023

distill-template. HTML

RLIG-serve. HTML

MAPIE. A scikit-learn-compatible module for estimating prediction intervals.

RLIG. HTML

fuzzymatcher. Record linking package that fuzzy matches two Python pandas dataframes using sqlite3 fts4

recordlinkage. A toolkit for record linkage and duplicate detection in Python

c-stringcompare. C++ library for efficient string similarity computation and approximate string matching. Backend to the stringcompare Python package.

distilltools. A collection of tools to support the creation and styling of content on {distill} websites

CVE-2021-4034. Proof of concept for pwnkit vulnerability

RecordLinkageIG.github.io. Blog of the American Statistical Association's Record Linkage Interest Group.

lab04-fall2021. Lab 4

deduplicate-text-datasets. Rust

cs-video-courses. List of Computer Science courses with video lectures.

Neuraxle. A Sklearn-like Framework for Hyperparameter Tuning and AutoML in Deep Learning projects. Finally have the right abstractions and design patterns to properly do AutoML. Let your pipeline steps have hyperparameter spaces. Enable checkpoints to cut duplicate calculations. Go from research to production environment easily.

deep-learning-R-examples.

rmdActionBug.

cenzus. Multiple Systems Estimation

OlivierBinette.

Labs-STA-360. Slides and code for STA 360 Friday Labs (Duke University)

Cielographie. CSS

Uncertainty-Quantification-Workshop. Uncertainty quantification in a data-driven world: an overview of cross-validation, conformal prediction and the bootstrap

olivierbinette.github.io. HTML

Guide-des-bourses-UQAM. :notebook: Guide de soutien au développement professionnel pour les étudiant-es math/stat à l'UQAM.

blog. An open lab book

splinit. Periodic spline regression and closed curve reconstruction

BayesClassifier. MCMC simulation algorithm for bayesian binary classification. Code associated to a blog post.

Prior. Old project.

Three. 2d game engine.