A repository containing the implementations about our machine learning researches on sequence data and sequential decision making.
☆118Jan 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.☆111Updated this week
- [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)☆15May 6, 2024Updated 2 years ago
- ☆54Jun 13, 2023Updated 3 years ago
- [NeurIPS 2024] The repository for experiment codes for the paper: Scaling Law for Time Series Forecasting.☆20Oct 23, 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.
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- ☆138Feb 7, 2023Updated 3 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 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☆20Jun 5, 2026Updated last month
- Official implementation of IJCAI 2024 paper "Cross-Domain Feature Augmentation for Domain Generalization"☆21Feb 21, 2026Updated 5 months ago
- [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
- Domain Generalization by Learning and Removing Domain-specific Features, NeurIPS 2022☆27Jul 3, 2023Updated 3 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.
- ☆13Aug 8, 2024Updated last year
- ☆43Jun 11, 2024Updated 2 years ago
- PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (Neu…☆136May 17, 2026Updated 2 months ago
- [NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodi…☆237Jan 23, 2026Updated 6 months ago
- Official implementation of the paper "FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective"☆251Feb 22, 2024Updated 2 years ago
- ☆13May 30, 2023Updated 3 years ago
- MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)☆221Feb 11, 2024Updated 2 years ago
- ☆10May 26, 2024Updated 2 years ago
- [ICLR 2024] Official code of RobustTSF☆21Feb 21, 2024Updated 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.
- Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO☆17Feb 19, 2025Updated last year
- Learning to Generate Maps from Trajectories (AAAI'20)☆57Mar 16, 2020Updated 6 years ago
- Rethinking Multi-domain Generalization with A General Learning Objective, accepted by cvpr24☆21Nov 18, 2024Updated last year
- ☆18May 10, 2024Updated 2 years ago
- ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks☆31Jun 14, 2024Updated 2 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆310Jun 25, 2026Updated 3 weeks ago
- 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
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆40Oct 12, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ICLR 2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data☆78Jun 12, 2026Updated last month
- ICML-2025 (Spotlight) "From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control"☆15May 7, 2026Updated 2 months ago
- PhaseFormer's official implementation, compatible with TSL.☆28Mar 10, 2026Updated 4 months ago
- ☆12Apr 19, 2024Updated 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
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆186Jan 3, 2025Updated last year
- Imporved AdamP called AMSGradP is suitable for intelligent fault diagnosis (故障诊断)☆11Oct 21, 2022Updated 3 years ago