Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models…
☆547Apr 17, 2026Updated 5 months ago
Alternatives and similar repositories for PaddleTS
Users that are interested in PaddleTS 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 Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.☆291Apr 17, 2025Updated last year
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,522Updated this week
- PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.☆376Nov 7, 2024Updated last year
- Probabilistic time series modeling in Python☆5,238Jul 31, 2026Updated last month
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,900Apr 18, 2026Updated 5 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.
- TODS: An Automated Time-series Outlier Detection System☆1,666Sep 11, 2023Updated 3 years ago
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆239Jun 25, 2026Updated 2 months ago
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆565Aug 19, 2024Updated 2 years ago
- Automated Time Series Forecasting☆1,428Aug 25, 2026Updated 3 weeks ago
- KDD Cup 2022 spatial dynamic wind power forecast challenge solution.☆106Oct 10, 2022Updated 3 years ago
- ☆29Nov 6, 2024Updated last year
- Time series forecasting with PyTorch☆4,994Updated this week
- 2017-Summer-Term-Study☆25Aug 9, 2017Updated 9 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,484Feb 28, 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.
- Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pret…☆723Mar 6, 2026Updated 6 months ago
- PaddlePaddle Code Convert Toolkit. 『飞桨』深度学习代码转换工具☆122Aug 17, 2026Updated last month
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,519Jan 27, 2024Updated 2 years ago
- All-in-One Development Tool based on PaddlePaddle☆6,267Jun 25, 2026Updated 2 months ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,523Jun 20, 2025Updated last year
- Paddle Automatically Diff Precision Toolkits.☆53Dec 5, 2025Updated 9 months ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,123Jul 23, 2026Updated last month
- Anomaly Detection for time series data☆191Sep 14, 2026Updated last week
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 4 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.
- This repository is used for sample code of AWS China Blog.☆15Aug 16, 2022Updated 4 years ago
- Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle☆1,585Dec 11, 2023Updated 2 years ago
- About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…☆1,118Apr 2, 2024Updated 2 years ago
- A PaddlePaddle version of Neural Renderer, refer to its PyTorch version☆14Dec 11, 2021Updated 4 years ago
- This repository contains the sample code to benchmark popular time series forecast algorithms using Gluonts in AWS Sagemaker Notebook Ins…☆13Jul 26, 2021Updated 5 years ago
- 🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLO11, YOLOX, YOLOv5u, Y…☆668Jan 14, 2026Updated 8 months ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,195Aug 14, 2026Updated last month
- 飞桨智能标注,让标注快人一步☆297Nov 25, 2024Updated last year
- ☆19Jun 15, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,301Sep 11, 2026Updated last week
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆310Jun 25, 2026Updated 2 months ago
- Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022☆83Oct 9, 2022Updated 3 years ago
- Scalable and user friendly neural forecasting algorithms.☆4,276Updated this week
- Unified Training of Universal Time Series Forecasting Transformers☆1,596Jun 2, 2026Updated 3 months ago
- Merlion: A Machine Learning Framework for Time Series Intelligence☆4,487Mar 11, 2026Updated 6 months ago
- ☆270Nov 20, 2025Updated 10 months ago