list of papers, code, and other resources
☆1,060Aug 13, 2025Updated last year
Alternatives and similar repositories for awesome-time-series
Users that are interested in awesome-time-series are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- List of papers, code and experiments using deep learning for time series forecasting☆2,782Mar 16, 2024Updated 2 years ago
- Resources for working with time series and sequence data☆700Jul 26, 2025Updated last year
- This curated list contains python packages for time series analysis☆2,263Feb 10, 2023Updated 3 years ago
- A comprehensive survey on the time series domains☆551Mar 22, 2024Updated 2 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆1,036Aug 12, 2026Updated last month
- 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.
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,631Apr 6, 2024Updated 2 years ago
- A use-case focused tutorial for time series forecasting with python☆697May 23, 2023Updated 3 years ago
- tfts: Time Series Deep Learning Models in TensorFlow☆890Sep 8, 2026Updated 2 weeks ago
- Resources about time series forecasting and deep learning.☆804Aug 26, 2026Updated last month
- Probabilistic time series modeling in Python☆5,244Jul 31, 2026Updated last month
- Time series forecasting with PyTorch☆4,998Updated this week
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆3,013Aug 8, 2024Updated 2 years 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 2 months ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,302Updated this week
- 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.
- Data, Benchmarks, and methods submitted to the M5 forecasting competition☆682Apr 19, 2023Updated 3 years ago
- List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法☆495Nov 25, 2019Updated 6 years ago
- A Python package for time series classification☆1,880Jun 18, 2025Updated last year
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆905Mar 3, 2023Updated 3 years ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆453Aug 4, 2026Updated last month
- An up-to-date list of time-series related papers in AI venues.☆436Jun 15, 2024Updated 2 years ago
- The machine learning toolkit for time series analysis in Python☆3,180Updated this week
- A unified framework for machine learning with time series☆10,047Updated this week
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆764Aug 20, 2024Updated 2 years ago
- 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.
- A tutorial demonstrating how to implement deep learning models for time series forecasting☆686Nov 13, 2020Updated 5 years ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,526Updated this week
- Implementation of deep learning models for time series in PyTorch.☆399Apr 3, 2020Updated 6 years ago
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,369Jun 14, 2024Updated 2 years ago
- ☆471Jul 6, 2023Updated 3 years ago
- Automated Time Series Forecasting☆1,429Aug 25, 2026Updated last month
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,156Sep 12, 2026Updated 2 weeks ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆714Nov 11, 2025Updated 10 months ago
- An intuitive library to extract features from time series.☆1,101Sep 15, 2026Updated last week
- 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.
- ☆148Jun 4, 2021Updated 5 years ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,196Aug 14, 2026Updated last month
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆460Updated this week
- Scalable and user friendly neural forecasting algorithms.☆4,277Updated this week
- Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.☆905Apr 8, 2026Updated 5 months ago
- Automatic extraction of relevant features from time series:☆9,433Jul 6, 2026Updated 2 months ago
- N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …☆614Aug 8, 2022Updated 4 years ago