Pinned Repositories
3D_axis_Plotting_Basic_Live_Graph
In this Code you will able to plot the RMS values(x,y,z) of Wireless Vibration Sensor to plot it on 3D axis graph
Adaboost
Implementations of the classification algorithm "Adaboost" with various weak learners
AdaIN-style
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization
attention-mechanisms
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
attention-transfer
Improving Convolutional Networks via Attention Transfer (ICLR 2017)
AutoSF
Code for "Searching Scoring Functions for Knowledge Graph Embedding"
Contrastive-Clustering
Code for the paper "Contrastive Clustering" (AAAI 2021)
projectRUL
to prediction the remain useful life of bearing based on 2012 PHM data
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
floricaaa's Repositories
floricaaa/attention-mechanisms
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
floricaaa/AutoSF
Code for "Searching Scoring Functions for Knowledge Graph Embedding"
floricaaa/Basic-time-domain-and-frequency-domain-features-of-signals
floricaaa/bearing-fault-detection
Improving on NASA's work with induction motor bearing fault detection using RNN-powered smart sensors.
floricaaa/BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
floricaaa/Chinese-Text-Classification-Pytorch
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
floricaaa/ClickHouse
ClickHouse is a free analytics DBMS for big data
floricaaa/ConvTransformerTimeSeries
Convolutional Transformer for time series
floricaaa/CoupletAI
基于CNN+Bi-LSTM+Attention 的自动对对联系统
floricaaa/DASHM
Domain Adaptation for Structural Health Monitoring
floricaaa/deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
floricaaa/DeepGBM
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
floricaaa/dimensionality_reduction_alo_codes
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
floricaaa/Estimation-of-Remaining-Useful-Life-using-CNN
Convolutional Neural Network based regression approach for estimating machinery's remaining useful life
floricaaa/Fault_diagnosis_ballbearing_wavelet
Bearing fault diagnosis is important in condition monitoring of any rotating machine. Early fault detection in machinery can save millions of dollars in emergency maintenance cost. Different techniques are used for fault analysis such as short time Fourier transforms (STFT), Wavelet analysis (WA), cepstrum analysis, Model based analysis, etc. we have doing detecting bearing faults using FFT and by using Wavelet analysis more specifically wavelet Analysis up to two levels of approximations and detail components. The analysis is carried out offline in MATLAB. Diagnosing the faults before in hand can save the millions of dollars of industry and can save the time as well. It has been found that Condition monitoring of rolling element bearings has enabled cost saving of over 50% as compared with the old traditional methods. The most common method of monitoring the condition of rolling element bearing is by using vibration signal analysis. Measure the vibrations of machine recorded by velocity
floricaaa/maml_rl
Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
floricaaa/MIXALL
Code release of paper 'Heterogeneous Domain Generalization via Domain Mixup'
floricaaa/MSCRED
tensorflow implement the paper A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data
floricaaa/NLP-Project
including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc
floricaaa/prognostic_and_rul_prediction_of_bearing_data
One model for RUL and fault prognostic prediction on XJTU bearing dataset
floricaaa/pyculiarity
A Python port of Twitter's AnomalyDetection R Package
floricaaa/pyHarmonicRMS
Small development project for some frequency-based vibration analysis
floricaaa/pytorch-classification-uncertainty
This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"
floricaaa/Robustness-Enhancement-of-Machine-Fault-Diagnostic-Models
floricaaa/salad
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
floricaaa/SIF
Efficient Neural Interaction Functions Search for Collaborative Filtering
floricaaa/SRGANs-Spectral-Regularization-GANs-
floricaaa/Superstatistics
Combinatorial Superstatistics for Soft QCD, Möbius Inversion, arXiv:1910.06279
floricaaa/UDTL
Source codes for the paper "Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study"
floricaaa/ULDA
The official implement of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"