Nixtla / statsforecastLinks
Lightning ⚡️ fast forecasting with statistical and econometric models.
☆4,382Updated 3 weeks ago
Alternatives and similar repositories for statsforecast
Users that are interested in statsforecast are comparing it to the libraries listed below
Sorting:
- Scalable machine 🤖 learning for time series forecasting.☆1,027Updated 2 months ago
- Scalable and user friendly neural forecasting algorithms.☆3,540Updated this week
- Automated Time Series Forecasting☆1,283Updated last month
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,971Updated 2 months ago
- Merlion: A Machine Learning Framework for Time Series Intelligence☆4,296Updated 11 months ago
- NeuralProphet: A simple forecasting package☆4,095Updated 4 months ago
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆2,768Updated this week
- A python library for user-friendly forecasting and anomaly detection on time series.☆8,635Updated this week
- Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analy…☆5,990Updated this week
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆664Updated 3 weeks ago
- STUMPY is a powerful and scalable Python library for modern time series analysis☆3,929Updated last month
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,108Updated 11 months ago
- A unified framework for machine learning with time series☆8,694Updated this week
- A flexible, intuitive and fast forecasting library☆1,842Updated 3 months ago
- Probabilistic time series modeling in Python☆4,897Updated last month
- Time series forecasting with machine learning models☆1,323Updated this week
- Time series forecasting with PyTorch☆4,311Updated this week
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆781Updated last year
- A toolkit for machine learning from time series☆1,176Updated this week
- Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).☆2,189Updated last week
- Feature engineering package with sklearn like functionality☆2,060Updated last month
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆756Updated 9 months ago
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,642Updated 6 months ago
- This curated list contains python packages for time series analysis☆2,180Updated 2 years ago
- Resources for working with time series and sequence data☆596Updated 4 months ago
- list of papers, code, and other resources☆990Updated 10 months ago
- An intuitive library to extract features from time series.☆1,012Updated 7 months ago
- Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…☆693Updated 10 months ago
- A Python toolkit for rule-based/unsupervised anomaly detection in time series☆1,156Updated 10 months ago
- The machine learning toolkit for time series analysis in Python☆2,983Updated 11 months ago