Pinned Repositories
angular
One framework. Mobile & desktop.
angular-markdown-editor
Angular Markdown Editor. All-in-one Markdown Editor and Preview
angular-websocket
The missing Angular WebSocket module for connecting client applications to servers by @AngularClass
anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
awesome-dotnet
A collection of awesome .NET libraries, tools, frameworks and software
butterfly
A web terminal based on websocket and tornado
cas
Apereo CAS - Enterprise Single Sign On for all earthlings and beyond.
diagramnet
Diagram.NET is a free open-source diagramming tools written entirely in C#.
difflib.js
Text diff library in JavaScript, ported from Python's difflib module.
django-filebrowser
Media-Management with Grappelli
kelvinwang139's Repositories
kelvinwang139/angular
One framework. Mobile & desktop.
kelvinwang139/angular-markdown-editor
Angular Markdown Editor. All-in-one Markdown Editor and Preview
kelvinwang139/angular-websocket
The missing Angular WebSocket module for connecting client applications to servers by @AngularClass
kelvinwang139/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
kelvinwang139/awesome-dotnet
A collection of awesome .NET libraries, tools, frameworks and software
kelvinwang139/butterfly
A web terminal based on websocket and tornado
kelvinwang139/cas
Apereo CAS - Enterprise Single Sign On for all earthlings and beyond.
kelvinwang139/fabedge
Secure Edge Networking Based On Kubernetes And KubeEdge.
kelvinwang139/Federated-Learning-for-Human-Mobility-Models
Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and sensing capabilities, a plethora of new location-based services and applications are available for the users at any time and everywhere. Understanding human mobility has gain importance to offer better services able to provide valuable products to the user whenever it's required. The ability to predict when and where individuals will go next allows enabling smart recommendation systems or a better organization of resources such as public transport vehicles or taxis. Network providers can predict future activities of individuals and groups to optimize network handovers, while transport systems can provide more vehicles or lines where required, reducing waiting time and discomfort to their clients. The representation of the movements of individuals or groups of mobile entities are called human mobility models. Such models replicate real human mobility characteristics, enabling to simulate movements of different individuals and infer their future whereabouts. The development of these models requires to collect in a centralized location, as a server, the information related to the users' locations. Such data represents sensitive information, and the collection of those threatens the privacy of the users involved. The recent introduction of federated learning, a privacy-preserving approach to build machine and deep learning models, represents a promising technique to solve the privacy issue. Federated learning allows mobile devices to contribute with their private data to the model creation without sharing them with a centralized server. In this thesis, we investigate the application of the federated learning paradigm to the field of human mobility modelling. Using three different mobility datasets, we first designed and developed a robust human mobility model by investigating different classes of neural networks and the influence of demographic data over models' performance. Second, we applied federated learning to create a human mobility model based on deep learning which does not require the collection of users' mobility traces, achieving promising results on two different datasets. Users' data remains so distributed over the big number of devices which have generated them, while the model is shared and trained among the server and the devices. Furthermore, the developed federated model has been the subject of different analyses including: the effects of sparse availability of the clients; The communication costs required by federated settings; The application of transfer-learning techniques and model refinement through federated learning and, lastly, the influence of differential privacy on the model’s prediction performance, also called utility
kelvinwang139/Image-Processing-Node-Editor
処理の検証や比較検討での用途を想定したノードエディターベースの画像処理アプリ(A node editor-based image processing application intended for use in processing verification and comparison studies)
kelvinwang139/Interview-Notebook
:calendar: 准备秋招学习笔记
kelvinwang139/iot
This repo includes .NET Core implementations for various IoT boards, chips, displays and PCBs.
kelvinwang139/jeesite
JeeSite 是一个企业信息化开发基础平台，Java企业应用开源框架，Java EE（J2EE）快速开发框架，使用经典技术组合（Spring、Spring MVC、Apache Shiro、MyBatis、Bootstrap UI），包括核心模块如：组织机构、角色用户、权限授权、数据权限、内容管理、工作流等。
kelvinwang139/Keyboard
Virtual Keyboard using jQuery ~
kelvinwang139/keyboard-1
Hook and simulate global keyboard events on Windows and Linux.
kelvinwang139/labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
kelvinwang139/modbus-tk
Create Modbus app easily with Python
kelvinwang139/nodeeditor
Qt Node Editor. Dataflow programming framework
kelvinwang139/NodeNetwork
A C# library with a WPF node editor component based on ReactiveUI
kelvinwang139/opcua-asyncio
OPC UA library for python >= 3.7
kelvinwang139/PTN-Engine
A Petri net based automation engine.
kelvinwang139/research-sched-tsn
MATLAB code for "Fixed-Priority Scheduling and Controller Co-Design for Time-Sensitive Network", ICCAD, 2020.
kelvinwang139/RichFilemanager
An open-source file manager. Up-to-date for PHP & ASHX connectors. Contributions are welcome!
kelvinwang139/STNodeEditor
一款基于.Net WinForm的节点编辑器 纯GDI+绘制 使用方式非常简洁 提供了丰富的属性以及事件 可以非常方便的完成节点之间数据的交互及通知 大量的虚函数供开发者重写具有很高的自由性
kelvinwang139/styleguide
Style guides for Google-originated open-source projects
kelvinwang139/tsn-avb_collection
Time Sensitive Network and Audio-Video Bridge document collection
kelvinwang139/TSNsched
Automated Schedule Generation for Time-Sensitive Networks (TSN).
kelvinwang139/WebServer
A C++ High Performance Web Server
kelvinwang139/yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
kelvinwang139/zh-google-styleguide
Google 开源项目风格指南 (中文版)