this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.

Open source simulation model for the induction machine with an inter-turn short circuit fault

The program simulate fault bearing signal for CNN-designated classification task.

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

This repo provides source code for cross-domain machine fault diagnosis using an unsupervised domain adaptation approach (Feature Representation Alignment Networks).

Few-shot Transfer Learning for Intelligent Fault Diagnosis of Machine

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

A pytorch implementation of "Domain-Adaptive Few-Shot Learning"

A collection of AWESOME things about domian adaptation

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

Adaptive Experimentation Platform

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

This repository contains the codes/scripts for different kinds of processing tasks that I have encountered.

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…

A collection of various deep learning architectures, models, and tips

A collection of various deep learning architectures, models, and tips

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

Implementation of State-of-the-art Text Classification Models in Pytorch

Implementation of State-of-the-art Text Classification Models in Pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

a simple vae and cvae from keras