DecisionIntelligence

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56 repositories

ARROW
Public
Python
•0•0•0•0•Updated Mar 1, 2026Mar 1, 2026
CoRA
Public
0•0•0•0•Updated Mar 1, 2026Mar 1, 2026
MindTS
Public
Python
•0•0•0•0•Updated Feb 27, 2026Feb 27, 2026
VoT
Public
Python
•0•0•0•0•Updated Feb 26, 2026Feb 26, 2026
Waterlogformer
Public
[WSDM 2026] Waterlogformer: A Multimodal Model for Waterlogging Prediction
Python
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Apache License 2.0
•0•2•0•0•Updated Feb 26, 2026Feb 26, 2026
SwiftTS
Public
Python
•0•0•0•0•Updated Feb 25, 2026Feb 25, 2026
GCGNet
Public
[ICLR 2026] GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
Python
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MIT License
•1•3•0•0•Updated Feb 25, 2026Feb 25, 2026
Aurora
Public
[ICLR 2026] Aurora: Towards Universal Generative Multimodal Time Series Forecasting
deep-learning time-series foundation-models
Python
•2•19•1•0•Updated Feb 8, 2026Feb 8, 2026
APN
Public
[AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
Python
•0•28•1•0•Updated Feb 5, 2026Feb 5, 2026
DAG
Public
Python
•
MIT License
•2•20•1•1•Updated Jan 28, 2026Jan 28, 2026
DTAF
Public
[AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing
Python
•2•35•0•0•Updated Jan 27, 2026Jan 27, 2026
TimeMAR
Public
Python
•0•4•0•0•Updated Jan 22, 2026Jan 22, 2026
FSDI
Public
[WWW 2026] FSDI: Frequency-Shaped Diffusion For Time-Series Imputation
Python
•0•1•0•0•Updated Jan 21, 2026Jan 21, 2026
SculptDrug
Public
0•3•1•0•Updated Jan 20, 2026Jan 20, 2026
CS4TS
Public
A Comprehensive Survey of Deep Learning for Multivariate Time Series Forecasting: A Channel Strategy Perspective
1•36•0•0•Updated Jan 19, 2026Jan 19, 2026
OpenTS
Public
HTML
•0•3•0•0•Updated Jan 16, 2026Jan 16, 2026
TFB
Public
[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
benchmarking deep-learning time-series statistical-learning time-series-forecasting mechine-learning
Shell
•
MIT License
•111•1.7k•11•2•Updated Jan 15, 2026Jan 15, 2026
AI4TS
Public
Python
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Other
•13•89•0•0•Updated Jan 9, 2026Jan 9, 2026
SRSNet
Public
[NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective
Python
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MIT License
•9•47•1•0•Updated Jan 6, 2026Jan 6, 2026
MoST
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Jan 4, 2026Jan 4, 2026
CATCH
Public
[ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching
deep-learning time-series anomaly-detection
Python
•17•160•0•0•Updated Dec 30, 2025Dec 30, 2025
DUET
Public
[KDD 2025 Most Influential Paper] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting
deep-learning time-series time-series-forecasting
Python
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MIT License
•30•256•1•0•Updated Dec 11, 2025Dec 11, 2025
DiffMM
Public
[AAAI 2026] DiffMM: Efficient Method for Accurate Noisy and Sparse Trajectory Map Matching via One Step Diffusion
Python
•0•3•0•0•Updated Dec 4, 2025Dec 4, 2025
FinD3
Public
[CIKM 2025 Oral] FinD3: A Dual 3D State Space Model with Dynamic Hypergraph for Financial Stock Prediction
Python
•1•7•0•0•Updated Dec 1, 2025Dec 1, 2025
TAB
Public
[PVLDB 2025] TAB: Unified Benchmarking of Time Series Anomaly Detection Methods
benchmark deep-learning time-series statistical-learning anomaly-detection foundation-models
Jupyter Notebook
•14•113•3•0•Updated Nov 26, 2025Nov 26, 2025
LightGTS
Public
Python
•12•55•5•0•Updated Nov 25, 2025Nov 25, 2025
CrossAD
Public
[NeurIPS 2025] CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling
Python
•3•32•2•0•Updated Nov 2, 2025Nov 2, 2025
DBLoss
Public
Python
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MIT License
•3•28•0•0•Updated Oct 27, 2025Oct 27, 2025
PaperList
Public
0•0•0•0•Updated Oct 20, 2025Oct 20, 2025
Air-DualODE
Public
Python
•5•18•2•0•Updated Oct 16, 2025Oct 16, 2025