Joe Scott (j29scott)

j29scott

Geek Repo

Company:University of Waterloo

Location:Waterloo, Ontario, Canada

Home Page:https://www.joe-scott.net

Twitter:@Joe__Scott__

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Joe Scott's repositories

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DNNV

A Framework for Deep Neural Network Verification

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eran

ETH Robustness Analyzer for Deep Neural Networks

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Genetic-Algorithms-with-Logic-Guided-Machine-Learning

Work Space for the Novel Logic Guided Machine Learning technique and its use in Symbolic Regression. Specifically this project will focus on integrating Genetic Algorithms with LGML.

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nplib

A library of NP problem encodings for SMT solvers.

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PySR

Simple, fast, and parallelized symbolic regression in Python/Julia via regularized evolution and simulated annealing

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summer-school-website

website for the summer school

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alpha-beta-CROWN

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP'21)

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auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

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benchexec

BenchExec: A Framework for Reliable Benchmarking and Resource Measurement

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blurple.py

A python library for building user interfaces in discord.

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cadical

CaDiCaL SAT Solver

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CVC4

CVC4 is an efficient open-source automatic theorem prover for satisfiability modulo theories (SMT) problems.

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dl2

DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, outputs, weights) and to query networks for inputs fulfilling a logical formula.

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ece208

Git repo for ECE208

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exurb1a-27

A script that simulates the graphical effects from Exurb1a's video: 27 https://www.youtube.com/watch?v=dLRLYPiaAoA

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func_timeout

Python module which allows you to specify timeouts when calling any existing function, and support for stoppable threads

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gm-games

Single-player :basketball: and :football: management simulation games, made entirely in client-side JavaScript.

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jwst

Python library for science observations from the James Webb Space Telescope

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minimal

Minimal is a Jekyll theme for GitHub Pages

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neurocore-public

NeuroCore: Guiding CDCL with Unsat-Core Predictions

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onnx

Open standard for machine learning interoperability

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stringfuzz

Fuzzer and generator for string and regex problems in SMT-LIB 2.x format.

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tacotron-1

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

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vnncomp2021

VNN Neural Network Verification Competition 2021

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