N-BEATS is a neural-network based model for univariate timeseries forecasting. N-BEATS is a ServiceNow Research project that was started at Element AI.
☆605Aug 8, 2022Updated 3 years ago
Alternatives and similar repositories for N-BEATS
Users that are interested in N-BEATS are comparing it to the libraries listed below
Sorting:
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆902Mar 3, 2023Updated 3 years ago
- ☆192Mar 22, 2023Updated 2 years ago
- N-Beats library implementation☆88Dec 3, 2021Updated 4 years ago
- Time series forecasting with PyTorch☆4,832Updated this week
- PyTorch based Probabilistic Time Series forecasting framework based on GluonTS backend☆1,368Jun 14, 2024Updated last year
- Probabilistic time series modeling in Python☆5,142Aug 14, 2025Updated 7 months ago
- Data, Benchmarks, and methods submitted to the M4 forecasting competition☆802Mar 20, 2020Updated 6 years ago
- Scalable and user friendly neural forecasting algorithms.☆4,006Updated this week
- List of papers, code and experiments using deep learning for time series forecasting☆2,770Mar 16, 2024Updated 2 years ago
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,277Feb 9, 2026Updated last month
- PyTorch GPU implementation of the ES-RNN model for time series forecasting☆318Sep 2, 2019Updated 6 years ago
- Implementation of deep learning models for time series in PyTorch.☆394Apr 3, 2020Updated 5 years ago
- A python library for user-friendly forecasting and anomaly detection on time series.☆9,253Mar 7, 2026Updated 2 weeks ago
- Data, Benchmarks, and methods submitted to the M5 forecasting competition☆659Apr 19, 2023Updated 2 years ago
- About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), ht…☆2,427Feb 28, 2025Updated last year
- A way to use N-Beats in fastai for sequence data☆58Apr 11, 2023Updated 2 years ago
- ☆156May 15, 2021Updated 4 years ago
- Transfer 🤗 Learning for Time Series Forecasting☆257Dec 5, 2024Updated last year
- ☆210Feb 16, 2022Updated 4 years ago
- list of papers, code, and other resources☆1,045Aug 13, 2025Updated 7 months ago
- The GitHub repository for the paper "Informer" accepted by AAAI 2021.☆6,450Jun 20, 2025Updated 9 months ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆440Apr 23, 2024Updated last year
- Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series an…☆6,015Mar 8, 2026Updated last week
- A unified framework for machine learning with time series☆9,633Mar 14, 2026Updated last week
- [AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"☆2,432Jan 27, 2024Updated 2 years ago
- NeuralProphet: A simple forecasting package☆4,256Jan 8, 2025Updated last year
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,721Updated this week
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆306May 10, 2024Updated last year
- Automated Time Series Forecasting☆1,379Mar 4, 2026Updated 2 weeks ago
- PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)☆366May 1, 2025Updated 10 months ago
- Predict time-series with one line of code.☆437Oct 21, 2024Updated last year
- Resources about time series forecasting and deep learning.☆774Updated this week
- ☆883Apr 9, 2017Updated 8 years ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆2,041Mar 3, 2026Updated 2 weeks ago
- A Library for Advanced Deep Time Series Models for General Time Series Analysis.☆11,787Updated this week
- TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series, from ServiceNow Research☆139May 3, 2024Updated last year
- Python Darts deep forecasting models☆33May 15, 2022Updated 3 years ago
- The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2…☆667Jul 12, 2023Updated 2 years ago
- A Python package for time series classification☆1,873Jun 18, 2025Updated 9 months ago