JiaweiLi3

RUL

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Stock-Price-Prediction-6269-Flexium

Stock price prediction using Informer || NTNU CSIE graduate course - Artificial Neural Network - Project 1 / 師大資工碩博下學期選修 - 類神經網路 - 專案作業一

transient_decomp_ssa

Method to extract transient components in cerebral oxygenation signals [Matlab-code]

MP-SENet

MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra

TimesNet

About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq

Koopa

Code release for "Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors" (NeurIPS 2023), https://arxiv.org/abs/2305.18803

Only-Noisy-Training

A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy audio signals in audio space for the first time.

Compound_fault_learning

MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"

RV_ESPRIT

MATLAB codes for "Frequency Estimation of Vibration Signals: An Subspace Approach for Bearing Fault Diagnosis"

piDMD

MATLAB codes for physics-informed dynamic mode decomposition (piDMD)

LiConvFormer-a-lightweight-fault-diagnosis-framework

一种轻量化故障诊断框架——LiConvFormer

ETSformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

KDAD

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

DeFT-AN

Official code of "DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement, IEEE Signal Processing Letters, 2023"

DFAWnet

code for DFAWnet

circularGraph

Plot an interactive circular graph to illustrate connections in a network in MATLAB.

CVPR2022-DaGAN

Official code for CVPR2022 paper: Depth-Aware Generative Adversarial Network for Talking Head Video Generation

timeVAE

TimeVAE implementation in keras/tensorflow

NBD-GLRA

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation

awesome-source-free-domain-adaptation

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

conv_snn

Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper

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

S2M2_fewshot

transferlearning

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

Few_Shot_Distribution_Calibration

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

BiFSMNv2

Pytorch implementation of BiFSMNv2, TNNLS 2023

crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

tsai

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