RoyalSkye

MatNet

codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"

DIMES

POT

POT : Python Optimal Transport

ROCO

Implementation of our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs".

DIFUSCO

Code of NeurIPS paper: arxiv.org/abs/2302.08224

SFAT

[ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"

Awesome-Mixture-of-Experts-Papers

A curated reading list of research in Mixture-of-Experts(MoE).

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

TSP

rezero

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

tspgen

TSP benchmark problem generator written in pure R.

learning-to-delegate

[NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing

VRPLIB

Python package to read and write vehicle routing problem instances.

PyHygese

A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

diffusion_priors

Using pre-trained Diffusion models as priors for inference tasks

AMDKD

The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at NeurIPS2022.

Awesome-Deblurring

A curated list of resources for Image and Video Deblurring

ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

poppy

:hibiscus: Population-Based Reinforcement Learning for Combinatorial Optimization

benchmarking-tsp

HowToTrainYourMAMLPytorch

The original code for the paper "How to train your MAML" along with a replication of the original "Model Agnostic Meta Learning" (MAML) paper in Pytorch.

tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

OpenPSG

Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22

digital-image-processing

A python code of digital image processing video series on my YouTube channel

MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

group_DRO

Distributionally robust neural networks for group shifts

ntu-graduate-courses

Graduate-Level Courses (Electrical Engineering & Computer Science) at NTU, Singapore

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense