smvorwerk / xlstm-cuda
Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports
☆86Updated 9 months ago
Alternatives and similar repositories for xlstm-cuda:
Users that are interested in xlstm-cuda are comparing it to the libraries listed below
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated last month
- ☆49Updated 9 months ago
- An implementation of mLSTM and sLSTM in PyTorch.☆26Updated 9 months ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆159Updated 7 months ago
- A easy to use implementation of xLSTM☆41Updated 6 months ago
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆285Updated 8 months ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆130Updated 10 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆176Updated 7 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆113Updated 7 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆96Updated 7 months ago
- xLSTMTime for time series forecasting☆145Updated 3 months ago
- Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need.☆41Updated last month
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆92Updated 9 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆193Updated 3 months ago
- Resources about xLSTM by Sepp Hochreiter☆309Updated 4 months ago
- The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting…☆151Updated last month
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆30Updated 5 months ago
- Kolmogorov Arnold Network (KAN) for Time Series Forecasting (TSF)☆94Updated this week
- Simba☆202Updated 11 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆135Updated 3 weeks ago
- ☆127Updated 10 months ago
- Temporal Kolmogorov-Arnold Transformer☆79Updated 2 months ago
- ☆68Updated 4 months ago
- ☆44Updated last week
- [ICML 2024] A novel, efficient lightweight approach combining convolutional operations with adaptive spectral analysis as a foundation mo…☆165Updated 6 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆34Updated 2 months ago
- ☆70Updated last year
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆76Updated 2 months ago
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆168Updated 11 months ago
- This repository implements time series diffusion in the frequency domain.☆40Updated 2 weeks ago