Qialuo's repositories
auto-sklearn
Automated Machine Learning with scikit-learn
AWS_simulator_for_reinforcement_learning
AWS virtual infrastructure simulator for training reinforcement learning based cloud capacity management systems
ChangeDetectionRepository
This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.
CityFlow
A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
cluster_optimization
Course project of SJTU EE357: Computer Network, advised by Prof. Na Ruan. We implemented and improved "A Hierarchical Framework of Cloud Resource Allocation and Power Management using Deep Reinforcement Learning" and achieve a good trade-off between power usage and job latency.
Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
Deep-Reinforcement-Learning-for-cloud
Deep Q Network model for two stage resource provisioning and task scheduling for Cloud computing
DeepRL
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
Ensemble-Pytorch
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
flow
Computational framework for reinforcement learning in traffic control
IntelliLight
IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
Online-Flexible-Resource-Allocation
Flexible resource allocation for edge cloud computing with reinforcement learning
OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
RandLA-Net
🔥RandLA-Net in Tensorflow (CVPR 2020, Oral)
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
rl-hypothesis-1
GANs + RL + Spark + K8s = Artificial General Intelligence?
RL-Modelling
Reinforcement Task Scheduling Project
SubdivNet
Subdivision-based Mesh Convolutional Networks
tutorials
机器学习相关教程