shaoxiaorui's repositories
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Dynamic-Attention-Model-for-VRP---Pytorch
Implementation for the paper "A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems".
ADM-VRP
Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)
QC-CNN
Quantum-classical hybrid convolutional neural network for classical image classification
LTSF-Linear
This is the official implementation for AAAI-23 paper "Are Transformers Effective for Time Series Forecasting?"
shaoxiaorui
Config files for my GitHub profile.
FlexibleJobShopDynamicScheduling
flexible job shop static and dynamic scheduling based on SPT dispatch rules
FlexibleJobShopScheduling
flexible job shop static scheduling based on improved iterative local search algorithm
dlmiDTA
A DTA prediction model which integrates multi-layered information of drugs and proteins to obtain better prediction performance
DRL_to_DFJSP
this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
transfertools
Python toolbox for transfer learning.
mann
Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)
ETDataset
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
2021-ENERGY-WindEnergy
:zap: A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting
Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
Tansfer-Feature-Learing-with-JDA-implementation-
The introduction and code implementation of the paper "Transfer Feature Learning with Joint Distribution Adaptation"
CCSA
"Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)
deeprm-scheduler
An implementation of Deep Reinforcement Learning for Multi-Resource Multi-Machine Job Scheduling
JobShopPRO
Program for managing orders, planning and scheduling in job shop production system using popular heuristics alghorithms.
QCNN
quantum convolutional neural network - simulations
multivariate_timeseries_dilated_conv
Multivariate Time Series Classification using Dilated Convolutional Neural Network
UCR_Time_Series_Classification_Deep_Learning_Baseline
Fully Convlutional Neural Networks for state-of-the-art time series classification
bigdata18
Transfer learning for time series classification
HDNNMv2.0
use a new DNN net work to solute the job shop problem, deep learning method named HDNNM