kyegomez / xLSTM
Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"
☆114Updated 2 months ago
Alternatives and similar repositories for xLSTM:
Users that are interested in xLSTM are comparing it to the libraries listed below
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆151Updated 5 months ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆129Updated 8 months ago
- ☆44Updated 7 months ago
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆84Updated 7 months ago
- An implementation of mLSTM and sLSTM in PyTorch.☆27Updated 7 months ago
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆280Updated 6 months ago
- ☆192Updated last week
- xLSTMTime for time series forecasting☆137Updated last month
- Kolmogorov Arnold Network (KAN) for Time Series Forecasting (TSF)☆80Updated last month
- Resources about xLSTM by Sepp Hochreiter☆303Updated 2 months ago
- A easy to use implementation of xLSTM☆36Updated 3 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆167Updated 5 months ago
- ☆122Updated 8 months ago
- ☆60Updated 2 months ago
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆107Updated 5 months ago
- The official implementation of the paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Long-Short Range Time Series Forecasting…☆144Updated 2 months ago
- [AAAI 2025] Official Implementation of "Auto-Regressive Moving Diffusion Models for Time Series Forecasting"☆38Updated last month
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆89Updated 5 months ago
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆29Updated 3 months ago
- Temporal Kolmogorov-Arnold Transformer☆73Updated 3 weeks ago
- A pytorch implementation of Fourier Analysis Networks (FAN)☆29Updated 3 months ago
- Official implement of ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting☆105Updated 2 months ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆65Updated 2 weeks ago
- Mamba or Transformer for Time Series Forecasting? Mixture of Universals (MoU) Is All You Need.☆38Updated 4 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆115Updated last week
- TKAN: Temporal Kolmogorov-Arnold Networks☆187Updated last month
- A modified CNN architecture using Kolmogorov-Arnold Networks☆70Updated 7 months ago
- MambaStock: Selective state space model for stock prediction☆135Updated 10 months ago
- SigKAN: Signature-Weighted Kolmogorov-Arnold Networks for Time Series☆41Updated last month
- Implementation of Griffin from the paper: "Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models"☆51Updated 2 months ago