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Gramian Angular Field - Encoding Time Series as Images
Physics-informed Interpretable Wavelet Weight Initialization and Balanced Dynamic Adaptive Threshold for Intelligent Fault Diagnosis of Rolling Bearings pytorch
智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showcases the use of wavelet functions in neural networks to improv…
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
Desk-Emoji is a truly open-source AI desktop robot featuring an emoji screen, a two-axis console, and LLM capabilities for voice chat.
The FluxGarage RoboEyes library draws smoothly animated robot eyes on OLED displays, using the Adafruit GFX library.
A Reinforcement Learning agent that learns to play Super Mario Bros.
A implementation of Gramian Angular Field (GAF) in Pytorch.
do-it-yourself, full-featured and smart wall clock device
Implementation of Wavelet Transform layer for denoising.
The code behind the paper that will be published.
Dataset and its sample codes for anomaly detection in sound.
A few shot learning repository for bearing fault diagnosis.
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"
this is the open code of paper entitled "TFN: An Interpretable Neural Network With Time Frequency Transform Embedded for Intelligent Fault Diagnosis".