AI-Guru / xlstm-resourcesLinks
Resources about xLSTM by Sepp Hochreiter
☆318Updated 9 months ago
Alternatives and similar repositories for xlstm-resources
Users that are interested in xlstm-resources 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.☆294Updated last year
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆171Updated last year
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆119Updated last week
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆131Updated last year
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆89Updated last year
- xLSTMTime for time series forecasting☆168Updated 9 months ago
- TKAN: Temporal Kolmogorov-Arnold Networks☆212Updated 8 months ago
- ☆243Updated 5 months ago
- Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.☆384Updated last year
- ☆53Updated last year
- A simple feature-based time series classifier using Kolmogorov–Arnold Networks☆119Updated last year
- Official repository of the xLSTM.☆1,966Updated this week
- ☆137Updated last year
- Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group☆511Updated 2 months ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆320Updated 3 months ago
- A modified CNN architecture using Kolmogorov-Arnold Networks☆83Updated last year
- FastKAN: Very Fast Implementation of Kolmogorov-Arnold Networks (KAN)☆430Updated last year
- Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling☆202Updated 2 weeks ago
- TimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting☆191Updated last year
- Benchmark for efficiency in memory and time of different KAN implementations.☆130Updated last year
- Variations of Kolmogorov-Arnold Networks☆115Updated last year
- Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.☆255Updated 11 months ago
- Code for our paper "VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters".☆239Updated 2 weeks ago
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆175Updated 2 months ago
- Convolutional layer for Kolmogorov-Arnold Network (KAN)☆106Updated 5 months ago
- Experiment ASsistance for Your Time-Series Forecasting, EasyTSF☆113Updated 5 months ago
- This repository contains the codes to replicate the simulations from the paper: "Wav-KAN: Wavelet Kolmogorov-Arnold Networks". It showca…☆148Updated 2 months ago
- A easy to use implementation of xLSTM☆55Updated 11 months ago
- An easy to use PyTorch implementation of the Kolmogorov Arnold Network and a few novel variations☆187Updated 9 months ago
- RWKV-TS: Beyond Traditional Recurrent Neural Network for Time Series Tasks☆109Updated last year