A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.
☆116Jan 29, 2024Updated 2 years ago
Alternatives and similar repositories for SeqML
Users that are interested in SeqML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A deep learning framework for physiological data processing and understanding.☆109Sep 1, 2025Updated 8 months ago
- Official pytorch implementation of Spatial Relation Decomposition method (AAAI 23)☆23Dec 29, 2023Updated 2 years ago
- [ECCV 2024] Official Implementation of "Disentangling Masked Autoencoders for Unsupervised Domain Generalization"☆14Jul 31, 2024Updated last year
- Code for the paper AdvST: Revisiting Data Augmentations for Single Domain Generalization (AAAI 2024)☆13May 6, 2024Updated 2 years ago
- ☆54Jun 13, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 6 months ago
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 2024Updated last year
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- ☆136Feb 7, 2023Updated 3 years ago
- [NeurIPS2024] Attractor memory for long-term time series forecasting: A chaos perspective☆23Nov 22, 2024Updated last year
- code for our paper localized adversarial domain generalization☆15Jun 18, 2022Updated 3 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆21Apr 17, 2025Updated last year
- Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"☆198Mar 26, 2024Updated 2 years ago
- [NeurIPS 2024] CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting☆20Dec 31, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction☆25Jan 18, 2024Updated 2 years ago
- Domain Generalization by Learning and Removing Domain-specific Features, NeurIPS 2022☆27Jul 3, 2023Updated 2 years ago
- This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learna…☆105Nov 10, 2024Updated last year
- ☆13Aug 8, 2024Updated last year
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- The official repo of our research work "Interactive Editing for Text Summarization".☆23Jun 3, 2023Updated 2 years ago
- ☆13May 30, 2023Updated 2 years ago
- ☆48May 29, 2023Updated 2 years ago
- Rethinking Multi-domain Generalization with A General Learning Objective, accepted by cvpr24☆21Nov 18, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Learning to Generate Maps from Trajectories (AAAI'20)☆56Mar 16, 2020Updated 6 years ago
- ☆47Dec 16, 2023Updated 2 years ago
- Repo for sample files used in the developer hub for the Power Platform☆20Sep 3, 2024Updated last year
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated last year
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆263Jul 22, 2025Updated 10 months ago
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆308May 10, 2024Updated 2 years ago
- ☆12Apr 19, 2024Updated 2 years ago
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆14Feb 21, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Jan 3, 2025Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆39Oct 12, 2023Updated 2 years ago
- Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)☆11Oct 21, 2022Updated 3 years ago
- Official Implementation of SWAD (NeurIPS 2021)☆174Dec 10, 2022Updated 3 years ago
- ☆19Sep 7, 2024Updated last year
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆20Jan 23, 2024Updated 2 years ago
- Implementation of some numerical approximation for Caputo fractional derivatives by MATLAB☆13Apr 5, 2020Updated 6 years ago