YihongDong / FANLinks
☆246Updated 7 months ago
Alternatives and similar repositories for FAN
Users that are interested in FAN are comparing it to the libraries listed below
Sorting:
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆296Updated last year
- ☆136Updated last year
- The code of the CIKM'25 paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting"☆179Updated last month
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆95Updated 8 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆111Updated last year
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆174Updated last year
- Simba☆213Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated this week
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆89Updated last year
- ☆76Updated 7 months ago
- Minimal Mamba-2 implementation in PyTorch☆222Updated last year
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆194Updated last year
- Code for "Is Mamba Effective for Time Series Forecasting?"☆338Updated 4 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆213Updated 9 months ago
- Resources about xLSTM by Sepp Hochreiter☆316Updated 10 months ago
- A pytorch implementation of Fourier Analysis Networks (FAN)☆36Updated last year
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆115Updated 6 months ago
- Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…☆149Updated last year
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆204Updated 8 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆151Updated 4 months ago
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆109Updated 3 months ago
- ☆55Updated last year
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆177Updated 4 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆45Updated 2 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆133Updated last year
- ikan: many kan variants for every body☆286Updated 2 months ago
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆256Updated last month
- About model release for "Sundial: A Family of Highly Capable Time Series Foundation Models" (ICML 2025 Oral)☆130Updated 3 weeks ago
- This repository implements time series diffusion in the frequency domain.☆51Updated 7 months ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆187Updated last year