MLflow VS H2O

Compare MLflow vs H2O and see what are their differences.

MLflow

Open source platform for the machine learning lifecycle (by mlflow)

H2O

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc. (by h2oai)
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MLflow H2O
22 1
11,127 5,701
3.3% 1.1%
9.7 9.9
5 days ago about 10 hours ago
Python Jupyter Notebook
Apache License 2.0 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.

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 2022-01-21.

H2O

Posts with mentions or reviews of H2O. We have used some of these posts to build our list of alternatives and similar projects.
  • [PAID] Looking for Phaser.js game developer
    1 project | reddit.com/r/INAT | 9 Dec 2021
    Built and founded various web3 projects for last 2 years such as OpenArt and 8RealmDojo for last 2 years as well as being high performing student in CTU in Prague and SeoulTech. Was offered internships in Amazon and H2O.ai. Created robots assistants using robots from SoftBank.

What are some alternatives?

When comparing MLflow and H2O you can also consider the following projects:

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

dvc - πŸ¦‰Data Version Control | Git for Data & Models | ML Experiments Management

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

zenml - ZenML πŸ™: MLOps framework to create reproducible pipelines.

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

tensorflow - An Open Source Machine Learning Framework for Everyone

guildai - Experiment tracking, ML developer tools

neptune-client - Neptune client library - integrate your Python scripts with Neptune

gensim - Topic Modelling for Humans

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

Keras - Deep Learning for humans