wonqiao

acknolwedge

Attention-Based-BiLSTM-relation-extraction

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

AttentionConvLSTM

"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018

Awesome-Vision-Attentions

Summary of related papers on visual attention

Bearing-Fault-Diagnosis

bearing-fault-diagnosis-cnn

Siamese network for bearing fault diagnosis

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

biLSTM_attn

Fault_diognosis_dataset

keras-tcn

Keras Temporal Convolutional Network.

wonqiao/Fault_diognosis_dataset

wonqiao/keras-tcn

Keras Temporal Convolutional Network.

wonqiao/acknolwedge

wonqiao/Awesome-Vision-Attentions

Summary of related papers on visual attention

wonqiao/Bearing-Fault-Diagnosis

wonqiao/BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

wonqiao/codats

Source code for "Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data" (KDD 2020)

wonqiao/DAGCN

This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.

wonqiao/DB

A PyTorch implementation of "Real-time Scene Text Detection with Differentiable Binarization".

wonqiao/DBN

Simple code tutorial for deep belief network (DBN)

wonqiao/dddd

wonqiao/deep-generative-models

Deep generative models implemented with TensorFlow 2.0: eg. Restricted Boltzmann Machine (RBM), Deep Belief Network (DBN), Deep Boltzmann Machine (DBM), Convolutional Variational Auto-Encoder (CVAE), Convolutional Generative Adversarial Network (CGAN)

wonqiao/Deep-learning-in-PHM

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

wonqiao/deep-transfer-learning

A collection of implementations of deep domain adaptation algorithms

wonqiao/Few-shot-Learning-for-Fault-Diagnosis

This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.

wonqiao/Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

wonqiao/github-slideshow

A robot powered training repository :robot:

wonqiao/keras-attention-mechanism

Attention mechanism Implementation for Keras.

wonqiao/LSTM

基于LSTM神经网络的时间序列预测

wonqiao/ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

wonqiao/Multi-Strategy-Ensemble-Whale-Optimization-Algorithm

Yuan, X., Miao, Z., Liu, Z., Yan, Z., & Zhou, F. (2020). Multi-Strategy Ensemble Whale Optimization Algorithm and Its Application to Analog Circuits Intelligent Fault Diagnosis. Applied Sciences, 10(11), 3667. doi:10.3390/app10113667

wonqiao/projectRUL

to prediction the remain useful life of bearing based on 2012 PHM data

wonqiao/Remaining-Useful-Life-Prediction-RNN

Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks

wonqiao/RUL-prediction-using-attention-based-deep-learning-approach

wonqiao/train_arch

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

wonqiao/Transfer-Learning-for-Fault-Diagnosis

This repository is for the transfer learning or domain adaptive with fault diagnosis.

wonqiao/Transfer-Learning-Library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

wonqiao/transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

wonqiao/transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

wonqiao/wandb

🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.