[AAAI 2025] Official Implementation of "HDT: Hierarchical Discrete Transformer for Multivariate Time Series Forecasting"
☆19Feb 17, 2025Updated last year
Alternatives and similar repositories for HDT
Users that are interested in HDT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2024] Official Implementation of "SDformer: Similarity-driven Discrete Transformer For Time Series Generation"☆17May 23, 2025Updated last year
- [ICLR 2025] Official Implementation of "TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting"☆27Mar 10, 2025Updated last year
- Official Implementation of SEA: Sparse Linear Attention with Estimated Attention Mask (ICLR 2024)☆12Jun 20, 2025Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated 2 years ago
- ☆18Apr 6, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆17Jan 7, 2025Updated last year
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 9 months ago
- [KDD 2025] TimeCapsule☆19May 9, 2026Updated 3 months ago
- [EMNLP'23] Code for 'Rethinking Negative Pairs in Code Search'☆16Oct 17, 2023Updated 2 years ago
- ☆15Jul 29, 2025Updated last year
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆16May 3, 2025Updated last year
- [ICML 2024] VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling☆10Sep 22, 2024Updated last year
- Official implementation for the IJCAI'24 paper: SDformer☆32Mar 6, 2025Updated last year
- Pytorch implementation of Mix-Shifting-MLP (MS-MLP)☆17Feb 16, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆62Apr 12, 2026Updated 4 months ago
- A PyTorch implementation of the Attention Diffusion Network from "Structured Time Series Prediction without Structural Prior"☆14Jul 10, 2022Updated 4 years ago
- The code for the paper "[ICLR'24]MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process"☆66Feb 26, 2024Updated 2 years ago
- Official implementation for "LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization"☆15Feb 9, 2026Updated 6 months ago
- Official repository of paper "Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction".☆15Nov 21, 2024Updated last year
- [ACL'24 Oral] Code for 'Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search'☆18Sep 30, 2024Updated last year
- Official implementation: Population Aware Diffusion for Time Series Generation (AAAI-25)☆16Sep 1, 2025Updated 11 months ago
- ☆23Aug 14, 2025Updated last year
- ☆14Nov 27, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆49Feb 18, 2026Updated 5 months ago
- [ACL 2026 Oral] Official implementation of "STReasoner: Spatio-Temporal Reasoning in Time Series via Spatial-Aware Reinforcement Learning…☆50May 21, 2026Updated 2 months ago
- Official implement for "UniCA: Unified Covariate Adaptation for Time Series Foundation Model"(ICLR'26) in PyTorch.☆21Sep 8, 2025Updated 11 months ago
- [ICML 2025 Spotlight] K²VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting☆56Jul 31, 2025Updated last year
- The code of PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability☆29Apr 3, 2023Updated 3 years ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆23Aug 8, 2025Updated last year
- [EMNLP'22] Code for 'Exploring Representation-level Augmentation for Code Search'☆28Oct 9, 2023Updated 2 years ago
- Code and logs for Paper:Revisiting Attention for Multivariate Time Series Forecasting☆26Jul 29, 2024Updated 2 years ago
- The code for TFPS☆70Nov 8, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- PASSAT is a novel Physics-ASSisted And Topology informed deep learning model for weather prediction.☆15May 10, 2025Updated last year
- ☆138Feb 7, 2023Updated 3 years ago
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated 2 years ago
- ☆21Apr 15, 2025Updated last year
- Official implementation of "Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting" (KDD'25), a novel online…☆64Dec 25, 2025Updated 7 months ago
- Dynamic mode decomposition in Python☆13Jun 9, 2015Updated 11 years ago
- ☆21Mar 23, 2026Updated 4 months ago