Probabilistic time series modeling in Python
☆5,199May 8, 2026Updated last month
Alternatives and similar repositories for gluonts
Users that are interested in gluonts are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,367Jun 14, 2024Updated 2 years ago
- Time series forecasting with PyTorch☆4,918Updated this week
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,414Jun 6, 2026Updated last week
- A unified framework for machine learning with time series☆9,806Updated this week
- Scalable and user friendly neural forecasting algorithms.☆4,156Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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
- List of papers, code and experiments using deep learning for time series forecasting☆2,772Mar 16, 2024Updated 2 years ago
- Automatic extraction of relevant features from time series:☆9,247Jun 8, 2026Updated last week
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆6,306Updated this week
- The machine learning toolkit for time series analysis in Python☆3,155Updated this week
- NeuralProphet: A simple forecasting package☆4,283Jan 8, 2025Updated last year
- Chronos: Pretrained Models for Time Series Forecasting☆5,449Jun 8, 2026Updated last week
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,283Updated this week
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,806Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Merlion: A Machine Learning Framework for Time Series Intelligence☆4,475Mar 11, 2026Updated 3 months ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,055May 22, 2026Updated 3 weeks ago
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,726Nov 17, 2025Updated 6 months ago
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,101May 15, 2026Updated last month
- Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.☆20,227May 8, 2026Updated last month
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,430Apr 18, 2026Updated last month
- Automated Time Series Forecasting☆1,414Updated this week
- Fast and Accurate ML in 3 Lines of Code☆10,462Jun 8, 2026Updated last week
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆904Mar 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.
- An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://ar…☆2,613Aug 12, 2024Updated last year
- Tensorflow implementation of Amazon DeepAR☆308Oct 3, 2021Updated 4 years ago
- A Python package for time series classification☆1,872Jun 18, 2025Updated 11 months ago
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,471Jan 27, 2024Updated 2 years ago
- This curated list contains python packages for time series analysis☆2,250Feb 10, 2023Updated 3 years ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,507Jun 20, 2025Updated 11 months ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆596Aug 2, 2024Updated last year
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆3,901Jun 9, 2026Updated last week
- An open source python library for automated feature engineering☆7,653Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A flexible, intuitive and fast forecasting library☆1,855Feb 20, 2025Updated last year
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,471Feb 28, 2025Updated last year
- A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine…☆9,877Jun 5, 2026Updated last week
- list of papers, code, and other resources☆1,057Aug 13, 2025Updated 10 months ago
- Implementation of deep learning models for time series in PyTorch.☆395Apr 3, 2020Updated 6 years ago
- N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …☆611Aug 8, 2022Updated 3 years ago
- Open source time series library for Python☆2,142Oct 24, 2023Updated 2 years ago