Calculates various features from time series data. Python implementation of the R package tsfeatures.
☆440Apr 23, 2024Updated last year
Alternatives and similar repositories for tsfeatures
Users that are interested in tsfeatures are comparing it to the libraries listed below
Sorting:
- Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.☆737Updated this week
- Scalable machine 🤖 learning for time series forecasting.☆1,190Updated this week
- Lightning ⚡️ fast forecasting with statistical and econometric models.☆4,721Updated this week
- Flexible time series feature extraction & processing☆438Sep 6, 2024Updated last year
- An intuitive library to extract features from time series.☆1,085Jan 30, 2026Updated last month
- Datasets for time series forecasting☆121Mar 9, 2026Updated last week
- Scalable and user friendly neural forecasting algorithms.☆4,006Updated this week
- Automated Time Series Forecasting☆1,379Mar 4, 2026Updated 2 weeks ago
- python implementation of catch22☆93Aug 1, 2025Updated 7 months ago
- catch22: CAnonical Time-series CHaracteristics☆464Updated this week
- Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.☆1,168Oct 4, 2025Updated 5 months ago
- Polars Time Series Extension☆35Nov 8, 2025Updated 4 months ago
- Predict time-series with one line of code.☆437Oct 21, 2024Updated last year
- Python package for Feature-based Forecast Model Averaging (FFORMA).☆29Jun 5, 2020Updated 5 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
- Fast window operations☆45Jun 2, 2024Updated last year
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,525Updated this week
- Wrapper around MLForecast for more plug and play forecasting☆10Oct 23, 2023Updated 2 years ago
- Helper functions to plot, evaluate, preprocess and engineer features for forecasting☆102Updated this week
- Transfer 🤗 Learning for Time Series Forecasting☆257Dec 5, 2024Updated last year
- Hierarchical Time Series Forecasting with a familiar API☆226May 12, 2023Updated 2 years ago
- TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transf…☆3,796Updated this week
- Time series forecasting with machine learning models☆1,463Mar 14, 2026Updated last week
- An extension of XGBoost to probabilistic modelling☆695Dec 11, 2025Updated 3 months ago
- A python package for time series forecasting with scikit-learn estimators.☆162Apr 4, 2024Updated last year
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,214Mar 9, 2026Updated last week
- An extension of LightGBM to probabilistic modelling☆365Updated this week
- Statistical/Machine Learning using Randomized and Quasi-Randomized (neural) networks (currently Python & R)☆20Updated this week
- Fast implementations of common forecasting routines☆43Mar 9, 2026Updated last week
- A collection of MLflow custom flavors☆17Nov 17, 2023Updated 2 years ago
- State of the art time series forecasting method that has the FFORMA ensemble learn from the ESRNN hybrid model and others.☆13Sep 7, 2022Updated 3 years ago
- Data, Benchmarks, and methods submitted to the M5 forecasting competition☆659Apr 19, 2023Updated 2 years ago
- Automatic extraction of relevant features from time series:☆9,151Nov 15, 2025Updated 4 months ago
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆800Aug 17, 2025Updated 7 months ago
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆765Aug 20, 2024Updated last year
- A unified framework for machine learning with time series☆9,633Updated this week
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆677Feb 19, 2025Updated last year
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,714Nov 17, 2025Updated 4 months ago
- Python package for Feature-based Forecast Model Averaging (FFORMA).☆11Jul 6, 2023Updated 2 years ago