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…
☆546Apr 17, 2026Updated last month
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.☆287Apr 17, 2025Updated last year
- PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.☆375Nov 7, 2024Updated last year
- Probabilistic time series modeling in Python☆5,196May 8, 2026Updated last month
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,430Apr 18, 2026Updated last month
- Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/a…☆562Aug 19, 2024Updated last year
- 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.
- TODS: An Automated Time-series Outlier Detection System☆1,661Sep 11, 2023Updated 2 years ago
- Automated Time Series Forecasting☆1,415Apr 24, 2026Updated last month
- PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)☆237Jun 2, 2026Updated last week
- KDD Cup 2022 spatial dynamic wind power forecast challenge solution.☆104Oct 10, 2022Updated 3 years ago
- ☆29Nov 6, 2024Updated last year
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,471Jan 27, 2024Updated 2 years ago
- 2017-Summer-Term-Study☆24Aug 9, 2017Updated 8 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,468Feb 28, 2025Updated last year
- Paddle Multimodal Integration and eXploration, supporting mainstream multi-modal tasks, including end-to-end large-scale multi-modal pret…☆724Mar 6, 2026Updated 3 months 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.
- PaddlePaddle Code Convert Toolkit. 『飞桨』深度学习代码转换工具☆126Apr 30, 2026Updated last month
- All-in-One Development Tool based on PaddlePaddle☆6,156Jun 4, 2026Updated last week
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,507Jun 20, 2025Updated 11 months ago
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,074Updated this week
- Paddle Automatically Diff Precision Toolkits.☆54Dec 5, 2025Updated 6 months ago
- KDDCUP2022 WPF Competition☆11Aug 5, 2022Updated 3 years ago
- About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…☆1,093Apr 2, 2024Updated 2 years ago
- Anomaly Detection for time series data☆190Mar 26, 2026Updated 2 months ago
- This repository is used for sample code of AWS China Blog.☆15Aug 16, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A PaddlePaddle version of Neural Renderer, refer to its PyTorch version☆13Dec 11, 2021Updated 4 years ago
- 🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLO11, YOLOX, YOLOv5u, Y…☆667Jan 14, 2026Updated 5 months ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,167Jun 3, 2026Updated last week
- 飞桨智能标注,让标注快人一步☆298Nov 25, 2024Updated last year
- ☆19Jun 15, 2023Updated 2 years ago
- Unified Training of Universal Time Series Forecasting Transformers☆1,519Jun 2, 2026Updated last week
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,283Updated this week
- Scalable and user friendly neural forecasting algorithms.☆4,148Updated this week
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆307Jun 2, 2026Updated last week
- 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.
- Code for paper titled "Learning Latent Seasonal-Trend Representations for Time Series Forecasting" in NeurIPS 2022☆83Oct 9, 2022Updated 3 years ago
- ☆269Nov 20, 2025Updated 6 months ago
- Merlion: A Machine Learning Framework for Time Series Intelligence☆4,475Mar 11, 2026Updated 3 months ago
- A Tool For Identifying The Clues To Online Service Anomalies☆13Nov 13, 2025Updated 7 months ago
- A Python toolkit/library for reality-centric machine/deep learning & data mining on partially-observed time series, with 50+ SOTA neural …☆2,014May 12, 2026Updated last month
- The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…☆667Jul 12, 2023Updated 2 years ago
- Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected …☆23Aug 9, 2022Updated 3 years ago