Prophet VS MLflow

Compare Prophet vs MLflow and see what are their differences.

Prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. (by facebook)

MLflow

Open source platform for the machine learning lifecycle (by mlflow)
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Prophet MLflow
88 27
14,469 11,867
1.6% 2.9%
6.4 9.8
4 days ago 7 days ago
Python Python
MIT License Apache License 2.0
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.

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 2022-05-06.

MLflow

Posts with mentions or reviews of MLflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-12.

What are some alternatives?

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

tensorflow - An Open Source Machine Learning Framework for Everyone

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

clearml - ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

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

zenml - ZenML 🙏: MLOps framework to create reproducible pipelines. https://zenml.io.

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

dvc - 🦉Data Version Control | Git for Data & Models | ML Experiments Management

darts - A python library for easy manipulation and forecasting of time series.

greykite - A flexible, intuitive and fast forecasting library

guildai - Experiment tracking, ML developer tools

neptune-client - :ledger: Experiment tracking tool and model registry