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Ryan McKenna's Projects

ai-gametheory icon ai-gametheory

This repository contains code that solves some of the games I've analyzed such as Nim, Farkle, Blackjack, Minesweeper, Sudoku, etc.

autograd icon autograd

Efficiently computes derivatives of numpy code.

dp-query-release icon dp-query-release

The goal is to make the code for iterative algorithms more accessible/user friendly.

dpml-benchmark icon dpml-benchmark

This repository contains the codes for first large-scale investigation of Differentially Private Convex Optimization algorithms.

hdmm-1 icon hdmm-1

An implementation of the high-dimensional matrix mechanism

models icon models

Models and examples built with TensorFlow

nist-synthetic-data-2021 icon nist-synthetic-data-2021

Source code for the second place submission in the third round of the 2021 NIST differential privacy temporal map challenge

permute-and-flip icon permute-and-flip

Source code for Permute-and-Flip: A new mechanism for differentially-private selection

poker-bot icon poker-bot

An AI that can play poker and interface with common poker software.

private-pgm icon private-pgm

An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"

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