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James Lucas's Projects

accsgd icon accsgd

Implements pytorch code for the Accelerated SGD algorithm.

aggmo icon aggmo

Code for "Aggregated Momentum: Stability Through Passive Damping", Lucas et al. 2018

bevy icon bevy

A refreshingly simple data-driven game engine built in Rust

book icon book

The Rust Programming Language

botsch-kobbelt-remesher-libigl icon botsch-kobbelt-remesher-libigl

Implementation of the local remesher from "A Remeshing Approach to Multiresolution Modeling" by M. Botsch and L. Kobbelt, to work with the libigl geometry processing library

convex_adversarial icon convex_adversarial

A method for training neural networks that are provably robust to adversarial attacks.

csc2541-f19 icon csc2541-f19

CSC 2541F: AI and Ethics: Mathematical Foundations and Algorithms Fall, 2019

graphsketch icon graphsketch

Kivy App to create and modify visual graph structures

leaf icon leaf

Machine Intelligence for Hackers. Open. Performant. Portable.

lnets icon lnets

Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).

mli-release icon mli-release

Public source code for the paper "Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes"

n-flake-sketcher icon n-flake-sketcher

Graphical Java project, allows construction of general polygon based fractals.

num icon num

A collection of numeric types and traits for Rust.

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