muditbhargava66 / PyxLSTMLinks
Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.
☆296Updated last year
Alternatives and similar repositories for PyxLSTM
Users that are interested in PyxLSTM are comparing it to the libraries listed below
Sorting:
- Resources about xLSTM by Sepp Hochreiter☆316Updated 10 months ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆173Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆89Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated this week
- ☆246Updated 7 months ago
- ☆55Updated last year
- xLSTMTime for time series forecasting☆176Updated 10 months ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆194Updated last year
- TKAN: Temporal Kolmogorov-Arnold Networks☆213Updated 9 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆111Updated 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
- Code for "Is Mamba Effective for Time Series Forecasting?"☆335Updated 4 months ago
- ☆136Updated last year
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆131Updated last year
- Time Series Forecasting with xLSTM☆47Updated last year
- ☆75Updated 6 months ago
- Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group☆523Updated 3 months ago
- Official implementation of the paper "FilterNet: Harnessing Frequency Filters for Time Series Forecasting"☆201Updated 8 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆113Updated 6 months ago
- A easy to use implementation of xLSTM☆59Updated last month
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆151Updated 3 months ago
- Benchmark for efficiency in memory and time of different KAN implementations.☆133Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆120Updated last year
- Minimal Mamba-2 implementation in PyTorch☆221Updated last year
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆115Updated 6 months ago
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆177Updated 4 months ago
- An implementation of mLSTM and sLSTM in PyTorch.☆29Updated last year
- Simba☆213Updated last year
- About Code release for "PatchMixer: A Patch-Mixing Architecture for Long-Term Time Series Forecasting"☆211Updated last year
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year