migushu Goto Github PK

-

数据探索性分析与预处理 包括1、数据摘要 。 2、数据的可视化 。 3、数据缺失的处理

aircraft-engine-rul-prediction

Objective of this project is to built a sequential neural network which can predict the remaining useful life of an engine based on historical sensor data. For this regression problem, I employed keras Long-short-term-memory (LSTM) model with 'relu' activation function and 'rmsprop' optimizer to predict time-to-event.

autoencoder

个人练习，自编码器及其变形（理论+实践）

awesome-spider

爬虫集合

baseapp

react-native project

bearing-fault-detection

轴承故障检测 训练赛第30名代码

bearing-fault-detection-1

Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.

bearing-fault-diagnosis

domain adaption with LSGAN for bearing fault diagnosis

bearing-fault-prediction

轴承有3种故障：外圈故障，内圈故障，滚珠故障，外加正常的工作状态。如表1所示，结合轴承的3种直径（直径1,直径2,直径3），轴承的工作状态有10类

bearing-rul-predict

bearing_detection_by_conv1d

bearlstm

with LSTM method to solve bearing fault diagnosis classification

big-data-resources

大数据/数据挖掘/推荐系统/机器学习相关资源

bitdm.github.io

Contents for data mining course

blog

我的博客

catgrasp

[ICRA 2022] CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation

cnn-for-bearing-fault-diagnosis

CNN applied to bearing signals for analysis

convrnn_for_rul_estimation

Code used in Thesis "Convolutional Recurrent Neural Networks for Remaining Useful Life Prediction in Mechanical Systems".

data-mining-homework2-

deep-learning-for-rul

deep-learning-in-phm

Deep learning in PHM，Deep learning in fault diagnosis，Deep learning in remaining useful life prediction

deeprulbib

dm_homework_1

electric-vehicle-battery-range-prediction

Predict remaining useful lifetime of an electric car accurately to help drive owner satisfaction and future purchases. This solution comprises analyzing the vast quantity of telemetry data over time and building a Machine Learning model to predict the remaining useful life(RUL) of an electric vehicles EVs at each point in time of the operation of said vehicle. The customer is the largest automotive manufacturing company in India, by market share. The customer designs, builds, and delivers electric vehicles (EVs).

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

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

femto

Spark - Bearing RUL Predictions

flash-linux0.11-talk

你管这破玩意叫操作系统源码 — 像小说一样品读 Linux 0.11 核心代码

gan_femto_rul

gasturbine-rul-prediction

homework