Kiki-V

peeplus

python+vue3前后端分离项目

AWN

Official code for "Towards the Automatic Modulation Classification with Adaptive Wavelet Network".

WaveForM

PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (AAAI 2023)

DAWN_WACV2020

It contains the code for the paper Deep Adaptive Wavelet Network

Time-Series-Forecasting-with-Wavelets

wavspa

WavSpA: Wavelet Space Attention for Enhancing Transformer's Long Sequence Learning

WaveletPatch

Spatial-enhanced Multi-level Wavelet Patching in Vision Transformers

tsfresh

Automatic extraction of relevant features from time series:

MTSS-Multivariate-Time-Series-Software

A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).

Switch-NeRF

Codes for Switch-NeRF (ICLR 2023)

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

BasicTS

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

LIFT

The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators.

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

CARD

TimeMixer

[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

MambaIR

[ECCV2024] An official pytorch implement of the paper "MambaIR: A simple baseline for image restoration with state-space model".

Mamba_State_Space_Model_Paper_List

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

ATFNet

Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting

SOFTS

Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion" in PyTorch.

T2B-PE

The repo is the official implementation for the paper: Intriguing Properties of Positional Encoding in Time Series Forecasting.

TFB

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods (PVLDB 2024) https://www.vldb.org/pvldb/vol17/p2363-hu.pdf

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

RSMamba

This is the pytorch implement of the paper "RSMamba: Remote Sensing Image Classification with State Space Model"

MotionMamba

🔥 [ECCV 2024] Motion Mamba: Efficient and Long Sequence Motion Generation

uni2ts

[ICML2024] Unified Training of Universal Time Series Forecasting Transformers

SageFormer

Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".

MTPNet