Official implementation of "Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting" (KDD'25), a novel online time series forecasting framework.
☆55Dec 25, 2025Updated 2 months ago
Alternatives and similar repositories for OnlineTSF
Users that are interested in OnlineTSF are comparing it to the libraries listed below
Sorting:
- This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drif…☆125Nov 27, 2024Updated last year
- This resposity is a pre-released verison of Python code used in the paper "Asset pricing via the conditional quantile variational autoenc…☆17Jun 2, 2024Updated last year
- ☆25Jan 1, 2025Updated last year
- ☆17Feb 1, 2026Updated last month
- Apply Graph Neural Networks to Optimize Factor Feature Extraction of FactorVAE☆13Jan 11, 2025Updated last year
- ☆58Feb 7, 2025Updated last year
- ☆17Jan 17, 2025Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆15Jul 20, 2022Updated 3 years ago
- The official implementation of AAAI'24 paper: Self-Interpretable Graph Learning with Sufficient and Necessary Explanations.☆15Jan 29, 2024Updated 2 years ago
- Code For Paper "Bridging the Spectrum Gap: Mid‑Frequency Augmentation and Key‑Frequency Mining for Multivariate Time Series"☆15Nov 19, 2025Updated 3 months ago
- Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network☆15Feb 25, 2025Updated last year
- Official implementation for "CASA: CNN Autoencoder-based Score Attention for Efficient Multivariate Long-term Time-series Forecasting" (I…☆25May 6, 2025Updated 10 months ago
- Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>☆14Jan 3, 2025Updated last year
- ☆20Oct 6, 2025Updated 5 months ago
- ☆20Jan 17, 2024Updated 2 years ago
- Source code of FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting☆14Mar 6, 2024Updated 2 years ago
- The code for TFPS☆63Nov 8, 2024Updated last year
- [PR 2024] TFS-ViT: Token-Level Feature Stylization for Domain Generalization☆25Mar 29, 2023Updated 2 years ago
- ☆30Mar 13, 2024Updated last year
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆27Apr 7, 2024Updated last year
- The official API of DoubleAdapt (KDD'23), an incremental learning framework for online stock trend forecasting, WITHOUT dependencies on t…☆113Dec 25, 2024Updated last year
- ☆20Jun 21, 2019Updated 6 years ago
- Code for the Paper "Centroid Networks for Few-Shot Clustering and Unsupervised Few-Shot Classification"☆23Apr 15, 2020Updated 5 years ago
- Contrastive Multi-granularity Learning for Stock Trend Prediction☆24May 27, 2021Updated 4 years ago
- ☆30Nov 10, 2023Updated 2 years ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆48Jul 31, 2025Updated 7 months ago
- Implementation of Accurate Multivariate Stock Movement Prediction via Data-Axis Transformer with Multi-Level Contexts☆31May 1, 2022Updated 3 years ago
- [ECCV 2024 - Oral Presentation] Python library that provides tools for calibrating object detectors and evaluating them☆33Mar 26, 2025Updated 11 months ago
- 使用MATLAB开发的量化回测系统☆11Oct 21, 2018Updated 7 years ago
- ☆37Jul 5, 2024Updated last year
- Portfolio Optimization with Cumulative Prospect Theory Utility via Convex Optimization☆38May 13, 2024Updated last year
- ☆69Jun 16, 2024Updated last year
- Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…☆35Nov 14, 2023Updated 2 years ago
- The official implementation of the paper "MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Fo…☆34Feb 28, 2025Updated last year
- Conditional Autoregressive Value-at-Risk: all flavors of CAViaR.☆10Jan 15, 2018Updated 8 years ago
- Transfer Learning☆10Aug 3, 2018Updated 7 years ago
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 9 months ago
- 大类资产配置☆11Jun 3, 2021Updated 4 years ago
- Code of Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method (NeurIPS 2025)☆24Dec 27, 2025Updated 2 months ago