jlamprou / Fourier-Analysis-Networks-FANLinks
A pytorch implementation of Fourier Analysis Networks (FAN)
☆35Updated 9 months ago
Alternatives and similar repositories for Fourier-Analysis-Networks-FAN
Users that are interested in Fourier-Analysis-Networks-FAN are comparing it to the libraries listed below
Sorting:
- ☆242Updated 4 months ago
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆87Updated 5 months ago
- [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau☆21Updated last year
- State Space Models☆68Updated last year
- Kolmogorov-Arnold Networks (KAN) using Jacobi polynomials instead of B-splines.☆38Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated 3 months ago
- [ICML 2025] Official implementation of "AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasti…☆26Updated last month
- Simba☆210Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆87Updated last year
- ☆66Updated 8 months ago
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆193Updated 5 months ago
- ☆20Updated 8 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆45Updated last month
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆106Updated 11 months ago
- Kolmogorov–Arnold Networks with modified activation (using MLP to represent the activation)☆105Updated 8 months ago
- C++ and Cuda ops for fused FourierKAN☆80Updated last year
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆104Updated 3 months ago
- The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting…☆164Updated 4 months ago
- This repository implements time series diffusion in the frequency domain.☆49Updated 4 months ago
- [NeurIPS 2024] Continuous Temporal Domain Generalization☆46Updated 4 months ago
- 🕹️The toy examples of Kolmogorov-Arnold Network (Get Started Quickly)☆75Updated last year
- Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…☆140Updated last year
- [ICML 2025] Official PyTorch implementation of the paper: TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Seri…☆83Updated last week
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆183Updated 11 months ago
- ☆19Updated last week
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆33Updated 11 months ago
- An offical implementation of "TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting" (IC…☆63Updated 5 months ago
- An implementation of mLSTM and sLSTM in PyTorch.☆28Updated last year
- ☆135Updated last year
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated last month