xLSTMTime for time series forecasting
☆188Nov 25, 2024Updated last year
Alternatives and similar repositories for xLSTMTime
Users that are interested in xLSTMTime are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Compare univariate and multivariate xLSTM models against Markov Chain model to predict future values based on historical temporal sequenc…☆11Jun 12, 2024Updated 2 years ago
- ☆105Jun 12, 2025Updated last year
- Resources about xLSTM by Sepp Hochreiter☆318Nov 13, 2024Updated last year
- Official repository of the xLSTM.☆2,205Sep 7, 2026Updated 2 weeks ago
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆305Jun 28, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Updated this week
- Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports☆92Jun 10, 2024Updated 2 years ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆133May 8, 2024Updated 2 years ago
- ☆60May 28, 2024Updated 2 years ago
- Optimised Extended LSTM for time-series forecasting☆46May 2, 2026Updated 4 months ago
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆49Mar 3, 2024Updated 2 years ago
- Pytorch implementation of the xLSTM model by Beck et al. (2024)☆184Aug 12, 2024Updated 2 years ago
- Bayesian Neural Networks to predict RUL on N-CMAPSS☆29Oct 17, 2023Updated 2 years ago
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆38May 16, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆47May 15, 2026Updated 4 months ago
- The code for TFPS☆74Nov 8, 2024Updated last year
- ☆30Oct 31, 2020Updated 5 years ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆139May 17, 2026Updated 4 months ago
- Official implementation of paper: LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Serie…☆18Dec 19, 2025Updated 9 months ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆16May 15, 2026Updated 4 months ago
- TimeFlow is a continuous-time time series model that uses implicit neural representations and a latent code adaptation mechanism to impu…☆16Nov 8, 2025Updated 10 months ago
- Pytorch implementation of NIPS'23 paper: Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective☆136Mar 23, 2024Updated 2 years ago
- Official implement for "PGN: The RNN’s New Successor is Effective for Long-Range Time Series Forecasting"(NeurIPS 2024) in PyTorch.☆100Dec 29, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- RWKV6 in native pytorch and triton:)☆11Aug 4, 2024Updated 2 years ago
- ☆46Jul 25, 2024Updated 2 years ago
- ⚡ Simplest and most professional TimeSeries forecasting + AutoML. Preprocess → Predict.☆11May 20, 2026Updated 4 months ago
- Code implementation of the paper "WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting" (ICML 2025)☆31Feb 12, 2025Updated last year
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 10 months ago
- Transformer在时序方面的应用☆26Mar 29, 2022Updated 4 years ago
- Official implementation of SAMformer, a transformer leveraging Sharpness-Aware Minimization and Channel-Wise Attention for Time Series Fo…☆191Jun 5, 2025Updated last year
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆13Aug 8, 2024Updated 2 years ago
- [PUT ICML 2025] Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting☆21May 30, 2025Updated last year
- The code of CIKM'25 paper: "SST: Multi-Scale Hybrid Mamba-Transformer Experts for Time Series Forecasting"☆235Nov 16, 2025Updated 10 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆90Feb 20, 2025Updated last year
- Time Series Forecasting in Python☆14Jan 24, 2025Updated last year
- Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".☆96Mar 29, 2024Updated 2 years ago
- [ACM MobiSys 2024 Demo] Image-based Indoor Localization using Object Detection and LSTM☆12Jul 21, 2026Updated 2 months ago