A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.
☆117Jan 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.☆109Jun 9, 2026Updated 3 weeks 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 3 years ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆35Nov 13, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 2024Updated last year
- ☆138Feb 7, 2023Updated 3 years ago
- code for our paper localized adversarial domain generalization☆15Jun 18, 2022Updated 4 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
- [ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction☆25Jan 18, 2024Updated 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
- ☆43Jun 11, 2024Updated 2 years ago
- Domain Generalization by Learning and Removing Domain-specific Features, NeurIPS 2022☆27Jul 3, 2023Updated 3 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.
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆136May 17, 2026Updated last month
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- ☆13May 30, 2023Updated 3 years ago
- Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"☆249Feb 22, 2024Updated 2 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 2 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆220Feb 11, 2024Updated 2 years ago
- ☆10May 26, 2024Updated 2 years ago
- ☆48May 29, 2023Updated 3 years ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆56Mar 16, 2020Updated 6 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.
- ☆18May 10, 2024Updated 2 years ago
- ☆47Dec 16, 2023Updated 2 years ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated 2 years ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆234Jan 23, 2026Updated 5 months ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- TSDE is a novel SSL framework for TSRL, the first of its kind, effectively harnessing a diffusion process, conditioned on an innovative d…☆61Aug 29, 2024Updated last year
- Official implementation for "AutoTimes: Autoregressive Time Series Forecasters via Large Language Models"☆268Jul 22, 2025Updated 11 months ago
- ☆12Apr 19, 2024Updated 2 years ago
- [NeurIPS 2024] Official implementation of the paper "Are Self-Attentions Effective for Time Series Forecasting?"☆64Dec 31, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official code for ICML 2024 paper "An Unsupervised Approach for Periodic Source Detection in Time Series"☆14Feb 21, 2025Updated last year
- AI, especially Deep Learning, has made breakthroughs in learning from Brain Signals, vital for both Brain Encoding and Decoding. Unlock t…☆17Sep 17, 2025Updated 9 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆187Jan 3, 2025Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆39Oct 12, 2023Updated 2 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- source for paper DGNN-DDI☆11Oct 8, 2023Updated 2 years ago
- Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)☆11Oct 21, 2022Updated 3 years ago