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在设计神经网络的过程中一般都会有许多的超参数需要进行调节,其中就包括学习率,批处理的batch大小,隐藏层中隐藏结点的个数,滑动平均模型的参数,模型训练的代数等等。正是由于需要调节的参数众多,采用传统的网格超参数调节的方法需要花费大量的时间,而且一般情况下,我们都是针对于特定结构的神经网络来进行参数的调节的,也就是说在设计神经网络之初,神经网络的结构基本上已经确定下来了,训练的只是不同结点之间的权重,比如传统的前馈神经网络3层架构输入层-隐藏层-输出层等,其一般层数都是固定的,而且神经元之间一般不会隔层进行连接。因为神经网络的结构千变万化,如果需要对各种不同的组合都进行尝试,其复杂度将难以想象。本文旨在通过进化算法的**,利用遗传算法对神经网络结构中的结点以及结点之间的边进行编码,在Breast Cancer Wisconsin (Diagnostic) Data Set 数据集上进行实验,利用遗传算法的优胜劣汰的进化过程,通过选择、交叉以及变异的过程不断地更新种群,保留下适应度高的个体,最后得到的表现最佳的模型及其拓扑结构,通过机器自动学习到一个表现较佳的模型结构,并与其他方法在该数据集上的表现进行对比。
2020天池大赛,蛋白质结构预测大赛TOP1方案分享
An experimental open-source attempt to make GPT-4 fully autonomous.
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.一键免费部署你的私人AutoGPT 网页应用
GUI (Graphical User Interface) for automated partial discharge testing on cables.
One-Click to deploy well-designed ChatGPT web UI on Vercel. 一键拥有你自己的 ChatGPT 网页服务。
基于大模型的智能对话客服工具,支持微信、千牛、哔哩哔哩、抖音企业号、抖音、抖店、微博聊天、小红书专业号运营、小红书、知乎等平台接入,可选择 GPT3.5/GPT4.0/ 懒人百宝箱 (后续会支持更多平台),能处理文本、语音和图片,通过插件访问操作系统和互联网等外部资源,支持基于自有知识库定制企业 AI 应用。
Medium voltage overhead power lines run for hundreds of miles to supply power to cities.
带带弟弟 通用验证码识别OCR pypi版
这是一个faster-rcnn的pytorch实现的库,可以利用voc数据集格式的数据进行训练。
This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos
手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
decentralising the Ai Industry, free gpt-4/3.5 scripts through several reverse engineered api's ( poe.com, phind.com, chat.openai.com, phind.com, writesonic.com, sqlchat.ai, t3nsor.com, you.com etc...)
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
开关柜局部放电智能监测系统
CoDeepNEAT inspired implementation using Keras and Tensorflow as backend.
:smiley_cat: Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.
Learn OpenCV : C++ and Python Examples
Partial Discharge Detection is an integral part in electrical power system, thus in this project, different ML and DL models are used for its classification and also the use of Machine Learning Transformer for the classification
局部放电监测系统
vs工程
Classification learning was performed using the SVM model according to the type of partial discharge signal. (The data accumulated for 1 minute of 60 [Hz] sine cycle data was used as one data.)
Python - 100天从新手到大师
Face recognition Attendance System with Python,QT5 and OpenCV
Book recommender system using collaborative filtering based on Spark
resnet-torch for partial discharge classification
基于OpenCV的流水线包装箱检测计数应用(附源码)
微博谣言检测,LSTM/GRU
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.