An app that uses white noise, nature sounds, and focus features to boost your productivity.

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

BrainFlow code that sends your brain's relaxation, focus metrics, and machine learned thought commands to vrchat avatar paramaters via OSC.

A high-performance, GPU-accelerated library for key computational chemistry tasks, such as molecular similarity, conformer generation, and geometry relaxation.

Helps you stay mindful of your breathing while using your computer

Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.

Fix lattice component(s) during relaxation in VASP

[CVPR 2025 Best Paper Award Candidate & Oral] Convex Relaxation for Robust Vanishing Point Estimation in Manhattan World

A simple physics simulation/meditation/relaxation experiment.

A multilingual dependency parser based on linear programming relaxations.

A curated survey and paper list for global solvers in 3D vision: certifiable optimization, convex relaxation, Branch-and-Bound, and robust estimation.

Getting inspiration from Sutherland's 1961 Sketchpad and Overveld's retake on its relaxation technique 30 year after, we are working on a general constraint reactive programming model to be able to do modern web application development in the same declarative way.

Plays relaxing music in the background

A PyTorch implementation of "Continuous Relaxation Training of Discrete Latent Variable Image Models"

Solver for Large-Scale Rank-One Semidefinite Relaxations

A library for soft differentiable relaxations of common JAX functions.

Lagrangian Relaxation approach solve QIP

This is a library for "Overveld-style" constraint relaxation.

A library for soft differentiable relaxations of common PyTorch functions.

Released code of Consistent Video Style Transfer via Relaxation and Regularization, TIP 2020

PhaseForge is a framework for high-throughput alloy phase diagram prediction using machine learning interatomic potentials (MLIPs) integrated with ATAT and CALPHAD modeling. Includes tools for structure relaxation, molecular dynamics, and TDB generation.

Code for Reparameterizable Subset Sampling via Continuous Relaxations, IJCAI 2019.

Solve global polynomial optimization problems of either commutative variables or noncommutative operators through a semidefinite programming (SDP) relaxation

No description available

Using advanced MIP decomposition techniques like Column Generation, Benders' Decomposition, Lagrangian Relaxation to solve CVRP and UFL with Gurobi (Python API) and CPLEX (C++ Concert Technology)

Two examples for distribution network planning (DNP) method based on Second-Order cone programming (SOCP) relaxation and Linear Distflow are included here. The Objective is to minimize the investment cost on distribution lines and the value of lost load(VOLL).

Composing Unbalanced Flows for Flexible Docking and Relaxation (ICLR 2025)

Code for "SoftSort: A Continuous Relaxation for the argsort Operator", ICML 2020.

No description available

Gaussian Process Distribution of Relaxation Times