Secilia-Cxy / MTSALinks
Code tasks for NJU TSA (Time Series Analysis) course
☆13Updated last year
Alternatives and similar repositories for MTSA
Users that are interested in MTSA are comparing it to the libraries listed below
Sorting:
- 2021年秋季南京大学 强化学习 课程作业☆9Updated 3 years ago
- NJUAI-Master-Courses☆25Updated last year
- Course projects and notes of undergraduate courses in NJUAI☆44Updated 5 months ago
- Based on the learnware paradigm, the learnware package supports the entire process including the submission, usability testing, organizat…☆99Updated last week
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆199Updated 3 months ago
- Recent LLM-Based Time Series Forecasting Models with Code☆26Updated last week
- ☆90Updated 4 months ago
- Beimingwu is the first systematic open-source implementation of the learnware dock system, providing a preliminary research platform for …☆115Updated 10 months ago
- This is an official implementation of "ModernTCN: A Modern Pure Convolution Structure for General Time Series Analysis" (ICLR 2024 Spotli…☆302Updated last year
- ☆62Updated last year
- [ICLR2025]Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series☆48Updated 3 months ago
- Official implement for "SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion"(NeurIPS'24) in PyTorch.☆244Updated 6 months ago
- An up-to-date list of time-series related papers in AI venues.☆412Updated 11 months ago
- The code repository for "OmniEvalKit: A Modular, Lightweight Toolbox for Evaluating Large Language Model and its Omni-Extensions"☆14Updated 3 months ago
- Awesome Multi-modal Time Series Analysis☆58Updated last month
- An awesome project on irregular time series and incomplete time series☆53Updated last month
- ☆125Updated 4 months ago
- [ICML 2024] Official implementation of: "Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dep…☆54Updated 3 months ago
- A collection of my own homework codes, mainly from School of Artificial Intelligence, NJU.☆10Updated 4 years ago
- 📖 A curated list of awesome time-series papers, benchmarks, datasets, tutorials. (WIP)☆35Updated 2 months ago
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆205Updated last month
- This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drif…☆117Updated 6 months ago
- [ICML 2024 Oral] Official repository of the SparseTSF paper: "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". …☆207Updated 2 weeks ago
- Awesome Tabular Deep Learning for "Representation Learning for Tabular Data: A Comprehensive Survey"☆32Updated 2 weeks ago
- A curated list of state-of-the-art papers on deep learning for universal representations of time series.☆169Updated last week
- About Code release for "SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling" (NeurIPS 2023 Spotlight), https://arxiv.…☆130Updated last year
- ☆140Updated 11 months ago
- Papers for LLM and foundation models for time series analytics☆38Updated 7 months ago
- A brief review of 2023 NJUAI open day test & interview☆107Updated last year
- Official implementation of TGTSF in "Beyond Trend and Periodicity: Guiding Time Series Forecasting with Textual Cues"☆38Updated last month