antoinecarme / pyaf
PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.
☆458Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for pyaf
- AtsPy: Automated Time Series Models in Python (by @firmai)☆513Updated last year
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆736Updated 3 months ago
- Hierarchical Time Series Forecasting with a familiar API☆223Updated last year
- A python library for Bayesian time series modeling☆477Updated 2 months ago
- Python module for machine learning time series:☆572Updated 2 years ago
- Python package for causal inference using Bayesian structural time-series models.☆236Updated 4 years ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆595Updated 3 months ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆369Updated 6 months ago
- scikit-learn-inspired time series☆197Updated 8 months ago
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆764Updated 9 months ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆329Updated 4 years ago
- machine learning with logical rules in Python☆625Updated 9 months ago
- Time should be taken seer-iously☆311Updated last year
- Data imputations library to preprocess datasets with missing data☆355Updated 3 years ago
- A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosyst…☆151Updated 9 months ago
- Predict time-series with one line of code.☆408Updated 3 weeks ago
- BATS and TBATS forecasting methods☆179Updated last year
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆362Updated 11 months ago
- Hierarchical Time Series Forecasting using Prophet☆143Updated 3 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆589Updated 9 months ago
- An open source library for Fuzzy Time Series in Python☆265Updated 3 months ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆501Updated last month
- A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima…☆1,594Updated last week
- Forecasting with Gradient Boosted Time Series Decomposition☆188Updated last year
- python partial dependence plot toolbox☆845Updated 2 months ago
- Time Series Cross-Validation -- an extension for scikit-learn☆247Updated last year
- Automated Time Series Forecasting☆1,123Updated this week
- A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile☆734Updated 4 months ago
- A python package for time series forecasting with scikit-learn estimators.☆160Updated 7 months ago
- Data, Benchmarks, and methods submitted to the M5 forecasting competition☆582Updated last year