BTDLOZC-SJTU / TimeSeriesResearchLinks
这个开源项目主要是对经典的时间序列预测算法论文进行复现,模型主要参考自GluonTS,框架主要参考自Informer
☆128Updated 4 years ago
Alternatives and similar repositories for TimeSeriesResearch
Users that are interested in TimeSeriesResearch are comparing it to the libraries listed below
Sorting:
- liangyimingcom / Use-SageMaker_XGBoost-convert-Time-Series-into-Supervised-Learning-for-predictive-maintenance使用SageMaker+XGBoost,将时间序列转换为监督学习,完成预测性维护的实践☆84Updated 4 years ago
- Official implementation of "Periodicity Decoupling Framework for Long-term Series Forecasting" (ICLR 2024)☆133Updated last year
- Official implementation of "TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting" (ICML 2025)☆162Updated 3 months ago
- Official implementation of "WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting" (ICASSP 2024)☆48Updated last year
- Repository for "FreDF: Learning to Forecast in the Transformed Domain"☆235Updated 4 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Graph Part)☆172Updated 3 years ago
- This is an official Pytorch implementation of Conditional Local Convolution for Spatio-temporal Meteorological Forecasting, AAAI 2022☆132Updated 3 years ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network(AFFGCN)☆36Updated 10 months ago
- Sequential data using RNN (LSTM, GRU, etc) CNN and RCNN. Adaptable to variable length input sequence.☆60Updated 2 years ago
- Paper A 3D-Temporal Convolutional Transformer Network for Spatiotemporal Predictive Learning☆96Updated 2 years ago
- Official repository of STONE (KDD 2024)☆46Updated 3 weeks ago
- 基于keras实现的transformer☆74Updated 4 years ago
- [AAAI 2024]☆40Updated 3 months ago
- [WWW2024] More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning☆63Updated last month
- ☆15Updated 3 weeks ago
- ISSRE'20: Unsupervised Detection of Microservice Trace Anomalies through Service-Level Deep Bayesian Networks☆276Updated 2 years ago
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆180Updated last year
- code for ICLR 2024 paper MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process☆38Updated last year
- Human Activity Recognition by Sensor on Smartphone☆42Updated 5 years ago
- [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods☆1,001Updated last month
- Code for TH-GNN (paper accepted by KDD2022)☆60Updated last year
- ☆33Updated last year
- A Large-scale Hierarchical Dynamic Financial Knowledge Base☆49Updated last year
- Official implementation of "CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning" (AAAI 2025)☆126Updated 5 months ago
- 本项目使用深度学习、时间序列模型、强化学习PPO算法,实现期货的量化交易☆76Updated 2 years ago
- Tensorflow环境下,基于CNN算法,KD99与网络数据训练集共3000w数据训练,在19w数据与1w攻检验下,模型准确率为92.8%.☆64Updated 3 years ago
- SFMGTL for corss-city knowledge transfer☆19Updated 11 months ago
- Source code for E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021.☆80Updated 4 years ago
- ☆44Updated 2 years ago
- ☆76Updated 2 years ago