Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
☆2,308Oct 12, 2026Updated 3 weeks ago
Alternatives and similar repositories for flow-forecast
Users that are interested in flow-forecast are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- proof of concept for a transformer-based time series prediction model☆1,452Feb 20, 2023Updated 3 years ago
- Time series forecasting with PyTorch☆5,010Updated this week
- Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)☆601Feb 19, 2023Updated 3 years ago
- List of papers, code and experiments using deep learning for time series forecasting☆2,789Mar 16, 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…☆6,141Jul 23, 2026Updated 3 months ago
- 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.
- Probabilistic time series modeling in Python☆5,257Oct 13, 2026Updated 3 weeks ago
- Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.☆903Apr 8, 2026Updated 6 months ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,574Updated this week
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,541Jun 20, 2025Updated last year
- Public tutorials of using Flow Forecast for forecasting and classifying time series data☆50May 5, 2024Updated 2 years ago
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,372Jun 14, 2024Updated 2 years ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆3,025Aug 8, 2024Updated 2 years ago
- tfts: Time Series Deep Learning Models in TensorFlow☆892Updated this week
- Scalable and user friendly neural forecasting algorithms.☆4,305Updated 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.
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,529Jan 27, 2024Updated 2 years ago
- A unified framework for machine learning with time series☆10,090Updated this week
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆907Mar 3, 2023Updated 3 years ago
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆13,044Apr 18, 2026Updated 6 months ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆733Nov 29, 2018Updated 7 years ago
- NeuralProphet: A simple forecasting package☆4,314Oct 27, 2026Updated last week
- Automated Time Series Forecasting☆1,434Updated this week
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,494Feb 28, 2025Updated last year
- My implementation of the transformer architecture from the Attention is All you need paper applied to time series.☆322Jun 30, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Python package for time series classification☆1,879Updated this week
- Multivariate Time Series Transformer, public version☆876Apr 29, 2026Updated 6 months ago
- Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal …☆880Jan 18, 2024Updated 2 years ago
- list of papers, code, and other resources☆1,061Aug 13, 2025Updated last year
- A data preprocessing package for time series data. Design for machine learning and deep learning.☆216Jan 18, 2021Updated 5 years ago
- Automatic extraction of relevant features from time series:☆9,488Jul 6, 2026Updated 3 months ago
- Implementation of deep learning models for time series in PyTorch.☆398Apr 3, 2020Updated 6 years ago
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,959Updated this week
- An experiemtal review on deep learning architectures for time series forecasting☆139Sep 2, 2021Updated 5 years ago
- 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 Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,083May 22, 2026Updated 5 months ago
- ☆401Jun 8, 2021Updated 5 years ago
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆6,505Updated this week
- Resources about time series forecasting and deep learning.☆809Oct 19, 2026Updated 2 weeks ago
- Work related to time series prediction and forecasting of Coronavirus☆23Nov 14, 2021Updated 4 years ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆715Nov 11, 2025Updated 11 months ago
- TODS: An Automated Time-series Outlier Detection System☆1,667Sep 11, 2023Updated 3 years ago