Pinned Repositories
-matlab-
基于matlab的数字信号降噪系统以及GUI界面
AI4EFin
annotated-transformer
An annotated implementation of the Transformer paper.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
Feature-generation-model-in-time-frequency-domain-based-on-PCA-GAN
数据由振动信号FFT变换得到的时频域24维特征PCA降维，输入GAN生成样本
MachineLearningShap
Shap, MRMR, PCA, Boruta
ml
Opensource_Dataset_Compilation_for_PHM
分享的所有数据集均为开源的PHM（Prognostics and Health Management）数据，涵盖故障诊断、健康评估和寿命预测等领域。
Rolling-bearing-fault-diagnosis
Leveraging multiple deep learning models for fault diagnosis
Sparrow
This is a project for mechanical fault detection. The reason why it is called cute little bird may be because the eyesight of birds is particularly good, and they can detect small bugs. Besides, they are cute too. In the current version, we have tested some planetary gearbox vibration data in the lab, and there are 8 error types in total. And use C
zlg0124's Repositories
zlg0124/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
zlg0124/ml
zlg0124/awesome-image-classification
A curated list of deep learning image classification papers and codes
zlg0124/BL-PINN
Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation
zlg0124/Capsules-Network-With-Temporal-Aattention
zlg0124/ConvNeXt
Code release for ConvNeXt model
zlg0124/COVID-CAPS
A Capsule Network-based framework for identification of COVID-19 cases from chest X-ray Images
zlg0124/Data-Science-Notes
数据科学的笔记以及资料搜集
zlg0124/External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
zlg0124/Fault-Diagosis-bearing
zlg0124/Gramian_Angular_Field
zlg0124/Hyperspectral-Image-Classification-Based-on-Gramian-Angular-Fields-Encoding
zlg0124/Interpretable-Attention-based
zlg0124/keras_detect_tool_wear
Tool wear prediction by residual CNN
zlg0124/KuiLiu
zlg0124/Machine-Learning-using-Python
Regression, Classification and Clustering
zlg0124/ml_bootcamp_udemy
Jupyter Notebooks for the Course Python for Data Science and Machine Learning Bootcamp by Jose Portilla on Udemy.
zlg0124/notebooks
A collection of practical handson jupyter notebooks on bigdata/ml/dl/rl/cv/nlp/ds/scipy/viz-lib/various command lines
zlg0124/PgDMM
Physics-guided Deep Markov Models
zlg0124/PGNN
Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling
zlg0124/PHMGNNBenchmark
this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.
zlg0124/PhyCNN
Physics-guided Convolutional Neural Network
zlg0124/physics_guided
The relevant codes and more comparison results of "Physics-informed machine learning for tool wear monitoring".
zlg0124/Regression-Algorithms-in-Machine-Learning
This repository contains different machine learning regression algorithms based on different data. All notebooks include Data Preparation (data fetch, filling missing values, feature engineering), Exploratory Data Analysis (using various visualization techniques), Pre-Processing, Building a Machine Learning Model, Model Evaluation.
zlg0124/Regression_CapsNet
Implementation of a regression capsule network for use in li-ion battery RUL
zlg0124/timeseries101
本教程独立网站已上线
zlg0124/TSAT
Transformer based model for time series prediction
zlg0124/WaveletKernelNet
This is the code for WaveletKernelNet.
zlg0124/zlg0124.github.io
zlg0124/zlg1024
Config files for my GitHub profile.