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3d-bonet

🔥3D-BoNet in Tensorflow (NeurIPS 2019, Spotlight)

aerialdetection

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.

colight

CoLight: Learning Network-level Cooperation for Traffic Signal Control

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

deeplearning

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.

pc2wf

presslight

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)

qialuo

randla-net

🔥RandLA-Net in Tensorflow (CVPR 2020, Oral)

redet

Official code of the paper "ReDet: A Rotation-equivariant Detector for Aerial Object Detection" (CVPR 2021)

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