cuge1995 / awesome-time-seriesView external linksLinks
list of papers, code, and other resources
☆1,039Aug 13, 2025Updated 6 months ago
Alternatives and similar repositories for awesome-time-series
Users that are interested in awesome-time-series are comparing it to the libraries listed below
Sorting:
- List of papers, code and experiments using deep learning for time series forecasting☆2,765Mar 16, 2024Updated last year
- Resources for working with time series and sequence data☆660Jul 26, 2025Updated 6 months ago
- This curated list contains python packages for time series analysis☆2,231Feb 10, 2023Updated 3 years ago
- A comprehensive survey on the time series domains☆546Mar 22, 2024Updated last year
- tfts: Time Series Deep Learning Models in TensorFlow☆883Jan 11, 2026Updated last month
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆944Nov 12, 2025Updated 3 months ago
- Resources about time series forecasting and deep learning.☆766Updated this week
- A use-case focused tutorial for time series forecasting with python☆687May 23, 2023Updated 2 years ago
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,589Apr 6, 2024Updated last year
- Time series forecasting with PyTorch☆4,780Updated this week
- Probabilistic time series modeling in Python☆5,133Aug 14, 2025Updated 6 months ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,274Feb 9, 2026Updated last week
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆5,993Jul 29, 2025Updated 6 months ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆440Apr 23, 2024Updated last year
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,960Aug 8, 2024Updated last year
- Data, Benchmarks, and methods submitted to the M5 forecasting competition☆654Apr 19, 2023Updated 2 years ago
- A Python package for time series classification☆1,867Jun 18, 2025Updated 7 months ago
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆903Mar 3, 2023Updated 2 years ago
- The machine learning toolkit for time series analysis in Python☆3,099Updated this week
- A unified framework for machine learning with time series☆9,493Feb 10, 2026Updated last week
- 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☆487Nov 25, 2019Updated 6 years ago
- Implementation of deep learning models for time series in PyTorch.☆394Apr 3, 2020Updated 5 years ago
- An up-to-date list of time-series related papers in AI venues.☆431Jun 15, 2024Updated last year
- 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 last year
- Automated Time Series Forecasting☆1,371Updated this week
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,362Jun 14, 2024Updated last year
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,200Updated this week
- An intuitive library to extract features from time series.☆1,075Jan 30, 2026Updated 2 weeks ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆711Nov 11, 2025Updated 3 months ago
- A tutorial demonstrating how to implement deep learning models for time series forecasting☆682Nov 13, 2020Updated 5 years ago
- N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …☆604Aug 8, 2022Updated 3 years ago
- ☆471Jul 6, 2023Updated 2 years ago
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,066Updated this week
- Transfer 🤗 Learning for Time Series Forecasting☆257Dec 5, 2024Updated last year
- Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.☆906Jun 2, 2023Updated 2 years ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆460Feb 4, 2026Updated last week
- Scalable and user friendly neural forecasting algorithms.☆3,968Feb 10, 2026Updated last week
- ☆149Jun 4, 2021Updated 4 years ago
- PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)☆367May 1, 2025Updated 9 months ago