☆89May 3, 2024Updated last year
Alternatives and similar repositories for softclt
Users that are interested in softclt are comparing it to the libraries listed below
Sorting:
- ☆80May 3, 2024Updated last year
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆155May 6, 2024Updated last year
- A universal time series representation learning framework☆818Jul 29, 2024Updated last year
- DBPM is a simple algorithm designed as a lightweight plug-in without learnable parameters to enhance the performance of time series contr…☆17Mar 8, 2024Updated last year
- Code for Stop&Hop, a method for learning to classify irregularly-sampled time series early☆19Oct 3, 2024Updated last year
- [Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series☆78Nov 30, 2023Updated 2 years ago
- The implementation of "TimesURL: Self-supervised Contrastive Learning for Universal Time Series Representation Learning"☆98May 13, 2024Updated last year
- ☆27Jun 10, 2025Updated 8 months ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆516May 7, 2024Updated last year
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Jul 16, 2024Updated last year
- Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022☆84Oct 9, 2022Updated 3 years ago
- ☆30Nov 10, 2023Updated 2 years ago
- ☆81Aug 3, 2024Updated last year
- CARLA: A self-supervised contrastive learning model for time series anomaly detection. Enhances anomaly detection by learning robust repr…☆141Mar 18, 2025Updated 11 months ago
- [NeurIPS2024 Oral] PyTorch implementation of DenoiseRep☆35Sep 23, 2025Updated 5 months ago
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆60Aug 29, 2024Updated last year
- Microservice for consuming NWP data.☆17Dec 31, 2025Updated 2 months ago
- This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficientl…☆18Aug 1, 2024Updated last year
- No-brainer model combining LightGBM and XGBoost with hyperparameter tuning using Optuna☆21Nov 20, 2024Updated last year
- (Under Review)☆69Aug 9, 2021Updated 4 years ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆37Jan 16, 2026Updated last month
- ☆70Oct 7, 2025Updated 5 months ago
- Official PyTorch implementation of OTiS: An open model for general time series analysis.☆17Feb 16, 2026Updated 2 weeks ago
- [ICRA2025] This is official implementation for annealed Winner-Takes-All loss in <Annealed Winner-Takes-All for Motion Forecasting>.☆23Mar 5, 2025Updated last year
- Source code of paper: GBT: Two-stage Transformer Framework for Non-stationary Time Series Forecasting.☆42Mar 6, 2024Updated 2 years ago
- Toolkit to forge scikit-learn compatible estimators☆19Updated this week
- A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).☆369Apr 28, 2024Updated last year
- ☆17Mar 19, 2022Updated 3 years ago
- ☆44Jun 11, 2024Updated last year
- ☆18Sep 4, 2023Updated 2 years ago
- APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals t…☆23Feb 24, 2026Updated last week
- ACT-Bench – We Evaluate Action-Fidelity of World Models for Autonomous Driving☆26Dec 23, 2024Updated last year
- Unofficial implementation of "Fast RobustSTL: Efficient and Robust Seasonal-Trend Decomposition for Time Series with Complex Patterns"☆46Apr 26, 2021Updated 4 years ago
- ☆125Dec 8, 2022Updated 3 years ago
- The official implementation of LIFT (ICLR'24). Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Lead…☆90Oct 28, 2024Updated last year
- A method for Automatic Modulation Classification using Mamba structure☆51Mar 11, 2025Updated 11 months ago
- [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction☆26Jan 18, 2024Updated 2 years ago
- Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"☆21Jan 18, 2025Updated last year
- ☆18May 6, 2025Updated 10 months ago