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1d-cnn

Notebooks to introduce and understand 1D-CNNs.

ai_projects

I am a full-stack engineer for AI projects, glad to share my experience. pratices make the top engineer.

basic-rotating-machine-vibration-analysis

These codes realize data transformation and simple data processing for fault diagnosis.

bearing-fault-detection

轴承故障检测

bearing-fault-diagnosis-cnn

Siamese network for bearing fault diagnosis

bloghelper

帮助国内用户写作的托盘助手，一键发布本地文章到主流博客平台（知乎、简书、博客园、CSDN、SegmentFault、掘金、开源**），剪贴板图片一键上传至图床（新浪、Github、图壳、腾讯云、阿里云、又拍云、七牛云）（欢迎Star，🚫禁止Fork）

cnn-bilstm-attention-time-series-prediction_keras

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

coding

dataminingproject

包含一些比较常见的数据挖掘竞赛或者项目的源码

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

deep-learning-ocean

:satellite: All You Need to Know About Deep Learning - A kick-starter

deep-learning-papers-translation

深度学习论文翻译，包括分类论文，检测论文等

deep-residual-shrinkage-networks

The deep residual shrinkage network is a variant of deep residual networks.

deeplearning

深度学习入门教程&&优秀文章&&Deep Learning Tutorial

deeplearning.ai-notes

吴恩达《深度学习》学习笔记(xmind)、作业代码、代码视频讲解

dl-based-intelligent-diagnosis-benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

estimation-of-remaining-useful-life-using-cnn

Convolutional Neural Network based regression approach for estimating machinery's remaining useful life

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fault-diagnosis

基于深度学习机械设备故障诊断模型

fault_diagnosis

基于深度学习的滚动轴承故障诊断方法

few-shot-transfer-learning

Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine

gold-miner

🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：

hands-on-machine-learning

A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hands-on-ml-zh

hosts

kaggle-dogs-vs-cats

基于Keras实现Kaggle2013--Dogs vs. Cats12500张猫狗图像的精准分类

keras-resnet

Keras package for deep residual networks

keras_bearing_fault_diagnosis

kk520

mechanical-fault-diagnosis-based-on-deep-learning

CNN for mechanical fault diagnosis