fangvv

UAV-DDPG

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

VN-MADDPG

Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

SPBFT

《一种面向区块链的优化PBFT共识算法》基础源代码

awesome-edge-intelligence-collections

About DNN compression and acceleration on Edge Devices.

LassoADMM

Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"

Homepage

北京交通大学计算机与信息技术学院系统与网络实验室 https://fangvv.github.io/Homepage/

CPSCA

Code for paper "Channel Pruning Guided by Spatial and Channel Attention for DNNs in Intelligent Edge Computing"

JMDC

Code for paper "JMDC: A Joint Model and Data Compression System for Deep Neural Networks Collaborative Computing in Edge-Cloud Networks"

EdgeLD

Code for paper "Locally Distributed Deep Learning Inference on Edge Device Clusters"

PdfAutoRenameTools

PDF Paper File Rename Software 自动提取PDF论文的文章标题作为该PDF的文件名

FL-PQSU

Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"

EdgeDI

Code for paper "Joint Architecture Design and Workload Partitioning for DNN Inference on Industrial IoT Clusters"

EdgeKE

Code for paper "EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices"

ElasticNetADMM

Code for paper "面向物联网隐私数据分析的分布式弹性网络回归学习算法"

ILMIL

Code for paper "基于知识蒸馏的目标检测模型增量深度学习方法"

TLEE

Code for paper "TLEE: Temporal-wise and Layer-wise Early Exiting Network for Efficient Video Recognition on Edge Devices"

paper-renamer

A Bach shell script for renaming the academic paper files in pdf with the paper titles

awesome-edge-machine-learning

A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.

awesome-ml-model-compression

Awesome machine learning model compression research papers, tools, and learning material.

JTrana

A Java-based NS2 Wireless Trace Analyzer

RTFD-Dataset

Images to Classify Defective and Non-Defective Railway Track

awesome-frontend

A curated list of amazingly awesome frontend libraries, resources and shiny things.

CDNSR

Code for paper "Classification-based Dynamic Network for Efficient Super-Resolution"

Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

MTACP

Code for paper "Deep Reinforcement Learning based Multi-task Automated Channel Pruning for DNNs"

ACS

Awesome-K210

收集关于K210的MaixPy开发和SDK IDE开发等的软硬件入门资料，帮助初学者快速了解、学习和入门K210

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

EfficientDNNs

Collection of recent methods on DNN compression and acceleration

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