Pinned Repositories
acon
Official Repsoitory for "Activate or Not: Learning Customized Activation." [CVPR 2021]
AdamP
AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)
AET---Transformer-
Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings
awesome_deep_learning_interpretability
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-
Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断
DLCNN-for-bearing-dignosis-based-on-MCS
1 提出了一种新的相似度损失(SimL)，用于增大类间差异同时减小类内差异；2 SimL+CE优化CNN；3 基于电信号诊断轴承故障
GNN-algorithms
图神经网络相关算法详述及实现
minitorch
The full minitorch student suite.
PHMGNNBenchmark
this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.
WT-planetary-gearbox-dataset--
WT-planetary-gearbox-datasetst-刘东东
DongZhilin123's Repositories
DongZhilin123/awesome_deep_learning_interpretability
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
DongZhilin123/Deep-Residual-Shrinkage-Networks-for-intelligent-fault-diagnosis-DRSN-
Deep Residual Shrinkage Networks for Intelligent Fault Diagnosis（pytorch） 深度残差收缩网络应用于故障诊断
DongZhilin123/PHMGNNBenchmark
this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.
DongZhilin123/WT-planetary-gearbox-dataset--
WT-planetary-gearbox-datasetst-刘东东
DongZhilin123/AET---Transformer-
Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings
DongZhilin123/anomalib--
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
DongZhilin123/Capsule-network-for-fault-diagnosis
Capsule network for fault diagnosis （胶囊网络用于故障诊断）
DongZhilin123/DGFDBenchmark---
This is an open source lib called "DGFDBenchmark" for domain-generalization-based fault diagnosis
DongZhilin123/Entropy-theory
转自李永波老师的代码
DongZhilin123/Fault-diagnosis-for-small-samples-based-on-attention-mechanism
基于注意力机制的少量样本故障诊断 pytorch
DongZhilin123/GNN_FD
基于图神经网络的机械故障诊断
DongZhilin123/Haidong_shao
The intelligent fault diagnosis methods of HNU IDG
DongZhilin123/Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
DongZhilin123/MetaFD--
The source codes of Meta-learning for few-shot cross-domain fault diagnosis.
DongZhilin123/moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
DongZhilin123/Neural-Backed-Decision-Trees-NBDT-
Explainable ML
DongZhilin123/NLP-Tutorials--
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
DongZhilin123/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
DongZhilin123/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
DongZhilin123/simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
DongZhilin123/SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
DongZhilin123/stable-diffusion
A latent text-to-image diffusion model
DongZhilin123/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
DongZhilin123/The-Ph.D.-journey-scenery
收录了若干读博中所遇到的问题和相关资料--赵超
DongZhilin123/transfer-learning-fault-diagnosis-pytorch--
A transfer learning fault diagnosis repository covering popular algorithms
DongZhilin123/Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
DongZhilin123/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
DongZhilin123/UDTL_Lable_Inconsistent
DongZhilin123/Wind_Turbine_SCADA_open_data
list of open data wind turbine data sets
DongZhilin123/ZoomNet
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection, CVPR 2022