duanjufang / MF-CLRView external linksLinks
The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].
☆14Mar 24, 2025Updated 10 months ago
Alternatives and similar repositories for MF-CLR
Users that are interested in MF-CLR are comparing it to the libraries listed below
Sorting:
- DMKD- Series2Vec: Similarity-based Representation Learning for Time Series☆41Mar 21, 2025Updated 10 months ago
- [ICLR 2024 Spotlight] SNIP on Symbolic Regression: Deep Symbolic Regression with Multimodal Pretraining☆21Oct 21, 2024Updated last year
- The code for TFPS☆63Nov 8, 2024Updated last year
- ☆43Jun 11, 2024Updated last year
- LITE: Light Inception with boosTing tEchniques for Time Series Classification☆33Nov 28, 2025Updated 2 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆47Jul 31, 2025Updated 6 months ago
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆78Nov 30, 2023Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆39Dec 20, 2025Updated last month
- Official implementation of "UniTS: A Universal Time Series Analysis Framework Powered by Self-supervised Representation Learning"☆37Jul 10, 2025Updated 7 months ago
- PatchAD, TBD 2025, deep learning, anomaly detection, outlier detection, time series, PatchAD: A Lightweight Patch-based MLP-Mixer for Tim…☆41Aug 18, 2025Updated 5 months ago
- ☆14Apr 20, 2024Updated last year
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 8 months ago
- Code for paper 'Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis (NeurIPS 2024 Spotlight)'☆40Jan 8, 2025Updated last year
- Official code for "SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation", AAAI 2024.☆36Jan 22, 2025Updated last year
- ☆88May 3, 2024Updated last year
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆38Apr 17, 2023Updated 2 years ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆32Aug 13, 2024Updated last year
- Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.☆42Mar 6, 2024Updated last year
- [TKDE] This repository is the official implementation of the TKDE 2025 "Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Gr…☆16Dec 20, 2025Updated last month
- build vgg16 with pytorch 0.4.0 for classification of CIFAR datasets☆10Mar 31, 2019Updated 6 years ago
- The DistanceMetrics package is a comprehensive Python library designed to compute a wide variety of distance metrics between two vectors,…☆14Sep 25, 2025Updated 4 months ago
- This is the accompanying repository to the paper: "Day-ahead net load forecasting with self-attention: dealing with meter and meta data u…☆10Jul 17, 2024Updated last year
- ☆42Jun 7, 2023Updated 2 years ago
- GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints☆12Apr 15, 2024Updated last year
- ☆12Aug 8, 2024Updated last year
- ☆10May 29, 2024Updated last year
- About Official implementation of "KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecas…☆20Jul 15, 2025Updated 7 months ago
- ☆12Dec 9, 2023Updated 2 years ago
- Hierarchical Forecasting at Scale☆16Mar 18, 2024Updated last year
- I introduce the basic idea and implementation of 5 imputation approaches. In short, filling with a single value works well for a shorter…☆11Jan 11, 2023Updated 3 years ago
- 主要是用python进行生存分析的步骤,包括生存分析(逐步和单因素),KM曲线、决策曲线,ROC曲线,训练测试样本分布比较☆10Dec 21, 2020Updated 5 years ago
- SeBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection. KDD 2024☆16Feb 20, 2025Updated 11 months ago
- WavSpA: Wavelet Space Attention for Enhancing Transformer's Long Sequence Learning☆12Feb 24, 2024Updated last year
- ☆10Apr 22, 2025Updated 9 months ago
- ☆10May 26, 2024Updated last year
- Method of decomposing signal into Product Functions☆13Aug 1, 2020Updated 5 years ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆98May 13, 2024Updated last year
- Tabular data imputation and generation, with flexible modeling of quantitative features via hierarchical binning (TMLR, 2025)☆16Mar 10, 2025Updated 11 months ago
- Repository for the paper "Interpreting Temporal Graph Neural Networks with Koopman Theory"☆11Jan 30, 2025Updated last year