list of papers, code, and other resources
☆1,049Aug 13, 2025Updated 8 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. 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☆2,771Mar 16, 2024Updated 2 years ago
- Resources for working with time series and sequence data☆683Jul 26, 2025Updated 8 months ago
- This curated list contains python packages for time series analysis☆2,244Feb 10, 2023Updated 3 years ago
- A comprehensive survey on the time series domains☆545Mar 22, 2024Updated 2 years ago
- Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)☆951Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.☆1,605Apr 6, 2024Updated 2 years ago
- tfts: Time Series Deep Learning Models in TensorFlow☆889Feb 26, 2026Updated last month
- A use-case focused tutorial for time series forecasting with python☆687May 23, 2023Updated 2 years ago
- Resources about time series forecasting and deep learning.☆782Updated this week
- Probabilistic time series modeling in Python☆5,169Mar 17, 2026Updated last month
- Time series forecasting with PyTorch☆4,866Updated this week
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆2,974Aug 8, 2024Updated last year
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,037Mar 8, 2026Updated last month
- Data, Benchmarks, and methods submitted to the M5 forecasting competition☆662Apr 19, 2023Updated 3 years 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.
- 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☆488Nov 25, 2019Updated 6 years ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,278Feb 9, 2026Updated 2 months ago
- A Python package for time series classification☆1,873Jun 18, 2025Updated 10 months ago
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆902Mar 3, 2023Updated 3 years ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆443Apr 23, 2024Updated last year
- An up-to-date list of time-series related papers in AI venues.☆436Jun 15, 2024Updated last year
- The machine learning toolkit for time series analysis in Python☆3,142Apr 10, 2026Updated last week
- A unified framework for machine learning with time series☆9,727Apr 12, 2026Updated last 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…☆766Aug 20, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A tutorial demonstrating how to implement deep learning models for time series forecasting☆681Nov 13, 2020Updated 5 years ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,322Apr 12, 2026Updated last week
- Implementation of deep learning models for time series in PyTorch.☆394Apr 3, 2020Updated 6 years ago
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,367Jun 14, 2024Updated last year
- ☆470Jul 6, 2023Updated 2 years ago
- Automated Time Series Forecasting☆1,387Updated this week
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,080Apr 4, 2026Updated 2 weeks ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆715Nov 11, 2025Updated 5 months ago
- An intuitive library to extract features from time series.☆1,085Jan 30, 2026Updated 2 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆149Jun 4, 2021Updated 4 years ago
- This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction …☆3,123Mar 29, 2026Updated 3 weeks ago
- Scalable and user friendly neural forecasting algorithms.☆4,045Apr 10, 2026Updated last week
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆460Apr 4, 2026Updated 2 weeks ago
- Automatic extraction of relevant features from time series:☆9,174Nov 15, 2025Updated 5 months ago
- Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.☆904Apr 8, 2026Updated last week
- N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …☆607Aug 8, 2022Updated 3 years ago