Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
☆2,301Sep 11, 2026Updated last week
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☆1,450Feb 20, 2023Updated 3 years ago
- Time series forecasting with PyTorch☆4,995Updated this week
- List of papers, code and experiments using deep learning for time series forecasting☆2,782Mar 16, 2024Updated 2 years ago
- Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)☆602Feb 19, 2023Updated 3 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.☆905Apr 8, 2026Updated 5 months ago
- Probabilistic time series modeling in Python☆5,240Jul 31, 2026Updated last month
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,524Updated this week
- Public tutorials of using Flow Forecast for forecasting and classifying time series data☆50May 5, 2024Updated 2 years ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,523Jun 20, 2025Updated last year
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,369Jun 14, 2024Updated 2 years ago
- Scalable and user friendly neural forecasting algorithms.☆4,276Updated this week
- tfts: Time Series Deep Learning Models in TensorFlow☆890Sep 8, 2026Updated 2 weeks ago
- A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.☆3,013Aug 8, 2024Updated 2 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.
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,519Jan 27, 2024Updated 2 years ago
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆905Mar 3, 2023Updated 3 years ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆733Nov 29, 2018Updated 7 years ago
- A unified framework for machine learning with time series☆10,037Updated this week
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆12,908Apr 18, 2026Updated 5 months ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,484Feb 28, 2025Updated last year
- An experiemtal review on deep learning architectures for time series forecasting☆139Sep 2, 2021Updated 5 years ago
- NeuralProphet: A simple forecasting package☆4,301Jan 8, 2025Updated last year
- Automated Time Series Forecasting☆1,428Aug 25, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- list of papers, code, and other resources☆1,060Aug 13, 2025Updated last year
- Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal …☆879Jan 18, 2024Updated 2 years ago
- A Python package for time series classification☆1,880Jun 18, 2025Updated last year
- Multivariate Time Series Transformer, public version☆876Apr 29, 2026Updated 4 months ago
- My implementation of the transformer architecture from the Attention is All you need paper applied to time series.☆322Jun 30, 2021Updated 5 years ago
- transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预 测☆237Aug 21, 2023Updated 3 years ago
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,913Updated this week
- Implementation of deep learning models for time series in PyTorch.☆399Apr 3, 2020Updated 6 years ago
- A data preprocessing package for time series data. Design for machine learning and deep learning.☆216Jan 18, 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.
- ☆402Jun 8, 2021Updated 5 years ago
- Resources about time series forecasting and deep learning.☆804Aug 26, 2026Updated 3 weeks ago
- Automatic extraction of relevant features from time series:☆9,430Jul 6, 2026Updated 2 months ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,077May 22, 2026Updated 4 months ago
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆6,473Updated this week
- N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started …☆613Aug 8, 2022Updated 4 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