pmdarima VS Prophet

Compare pmdarima vs Prophet and see what are their differences.

pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function. (by alkaline-ml)
arima time-series Forecasting forecasting-models Python Econometrics pmdarima Machine Learning sarimax
Source Code
alkaline-ml.com
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Prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. (by facebook)
Machine Learning Forecasting R Python
Source Code
facebook.github.io
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pmdarima Prophet
1 222
1,529 17,839
1.6% 1.0%
5.2 6.2
3 months ago 18 days ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

pmdarima

Posts with mentions or reviews of pmdarima. We have used some of these posts to build our list of alternatives and similar projects.

Prophet

Posts with mentions or reviews of Prophet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-08.

What are some alternatives?

When comparing pmdarima and Prophet you can also consider the following projects:

darts - A python library for user-friendly forecasting and anomaly detection on time series.

tensorflow - An Open Source Machine Learning Framework for Everyone

pytorch-forecasting - Time series forecasting with PyTorch

orbit - A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

scikit-learn - scikit-learn: machine learning in Python

neural_prophet - NeuralProphet: A simple forecasting package

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

atspy - AtsPy: Automated Time Series Models in Python (by @firmai)

greykite - A flexible, intuitive and fast forecasting library

statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.

MLflow - Open source platform for the machine learning lifecycle

pmdarima vs darts Prophet vs tensorflow pmdarima vs pytorch-forecasting Prophet vs darts pmdarima vs orbit Prophet vs scikit-learn pmdarima vs neural_prophet Prophet vs xgboost pmdarima vs atspy Prophet vs greykite pmdarima vs statsforecast Prophet vs MLflow