saurav-dhait / Time-Series-Forecasting-with-xLSTMView external linksLinks
Time Series Forecasting with xLSTM
☆50Aug 19, 2024Updated last year
Alternatives and similar repositories for Time-Series-Forecasting-with-xLSTM
Users that are interested in Time-Series-Forecasting-with-xLSTM are comparing it to the libraries listed below
Sorting:
- Compare univariate and multivariate xLSTM models against Markov Chain model to predict future values based on historical temporal sequenc…☆12Jun 12, 2024Updated last year
- xLSTMTime for time series forecasting☆184Nov 25, 2024Updated last year
- ☆60May 28, 2024Updated last year
- Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.☆303Jun 28, 2024Updated last year
- xLSTM: Extended Long Short-Term Memory for Intelligent Fault Diagnosis of Rolling Bearings☆35May 16, 2024Updated last year
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆12Nov 21, 2025Updated 2 months ago
- Wide Kernel Time-Frequency Fusion (WTFF)--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆13Mar 21, 2025Updated 10 months ago
- FDS-MOMEDA: Optimization-Blind Deconvolution in Finite High-Dimensional Spaces for Extracting Pulse Signal in Rolling Bearing Fault Diagn…☆11May 29, 2024Updated last year
- [AAAI-2024] Official implementation of "eTag: Class-Incremental Learning via Embedding Distillation and Task-Oriented Generation"☆28Dec 1, 2025Updated 2 months ago
- ☆17Sep 12, 2025Updated 5 months ago
- Implementation of xLSTM in Pytorch from the paper: "xLSTM: Extended Long Short-Term Memory"☆118Feb 6, 2026Updated last week
- ☆33Aug 24, 2023Updated 2 years ago
- This is our implemented source code for the paper "A Bearing Fault Diagnosis Framework Based on Few-Shot Learning with Distribution Consi…☆13Jan 7, 2025Updated last year
- Code for paper being submitted☆14Jul 9, 2025Updated 7 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated 9 months ago
- Interpretable modulated differentiable STFT and physics-informed balanced spectrum metric for freight train wheelset bearing cross-machin…☆18Jul 30, 2024Updated last year
- This repository is the implementation for the paper Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Pred…☆25Nov 25, 2024Updated last year
- ACAN: A Plug-and-Play Adaptive Center-Aligned Network for Unsupervised Domain Adaptation☆21Sep 12, 2024Updated last year
- 轴承故障数据集☆19Jun 6, 2024Updated last year
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18Apr 10, 2024Updated last year
- Resources about xLSTM by Sepp Hochreiter☆318Nov 13, 2024Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated last year
- Denoising diffusion model, 1d version.☆21Dec 28, 2023Updated 2 years ago
- Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning (CVPR 2025)☆31Jan 28, 2026Updated 2 weeks ago
- Importance-aware Subgraph Convolutional Networks Based on Multi-source Information Fusion for Cross-domain Mechanical Fault Diagnosis☆50Feb 26, 2025Updated 11 months ago
- my attempts at implementing various bits of Sepp Hochreiter's new xLSTM architecture☆133May 8, 2024Updated last year
- Transformer在时序方面的应用☆26Mar 29, 2022Updated 3 years ago
- TCN-LSTM Motor Vibration Fault Diagnosis Model☆36Aug 8, 2024Updated last year
- MATLAB codes for "Frequency Estimation of Vibration Signals: A Subspace Approach for Bearing Fault Diagnosis"☆29Jan 5, 2025Updated last year
- A tool to grab session cookies of any website from an android phone and by-pass 2FA.☆11May 8, 2020Updated 5 years ago
- Official repository of the xLSTM.☆2,102Nov 4, 2025Updated 3 months ago
- Life cycle prediction model for batteries☆27Mar 4, 2020Updated 5 years ago
- This repository has open-sourced a dataset of motor failure, including vibration signals and audio signals.(实验室自采多模态电机故障数据,振动信号+声音信号)☆36Jan 30, 2026Updated 2 weeks ago
- MLX implementation of xLSTM model by Beck et al. (2024)☆31Jun 5, 2024Updated last year
- A Unified Framework for Prognostics and Health Management (PHM) Tasks, enabling streamlined execution of key tasks such as Remaining Usef…☆55Nov 2, 2025Updated 3 months ago
- CARMA Streets is a component of CARMA ecosystem, which enables such a coordination among different transportation users. This component p…☆11Aug 21, 2025Updated 5 months ago
- Random convolution layer: An auxiliary method to improve fault diagnosis performance☆30Aug 26, 2024Updated last year
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated last year
- my latest paper about handwritten persian math solutions convertation to latex formulas☆10May 4, 2025Updated 9 months ago