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Codes for the paper 'Automatic sleep staging by a hybrid model based on deep 1D-ResNet-SE and LSTM with single-channel raw EEG signals' https://www.biorxiv.org/content/10.1101/2023.03.29.534672v1 & https://peerj.com/articles/cs-1561/
Adaptive Filter and Active Noise Cancellation —— LMS, NLMS, RLS
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"
模型剪枝总结
Bearing fault diagnosis model based on MCNN-LSTM
轴承故障检测 训练赛第30名代码
Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.
The program simulate fault bearing signal for CNN-designated classification task.
with LSTM method to solve bearing fault diagnosis classification
for de-noising
包含一些比较常见的数据挖掘竞赛或者项目的源码
deep learning for image processing including classification and object-detection etc.
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
The deep residual shrinkage network is a variant of deep residual networks.
毕设研究课题:根据轴承的振动序列数据来诊断轴承故障。
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Pytorch🍊🍉 is delicious, just eat it! 😋😋
基于深度学习的滚动轴承故障诊断方法
第一次提交
使用libsvm和遗传算法优化支持向量机的cost和gamma参数
使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm
《统计学习方法》的代码实现
测试项目
CNN for mechanical fault diagnosis
Train and Deploy Simple Machine Learning Model With Web Interface - Docker, PyTorch & Flask
Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.
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.