Awesome H2o

A curated list of research, applications and projects built using the H2O Machine Learning platform
Alternatives To Awesome H2o
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
H2o 36,61862333 months ago49August 09, 20232,746apache-2.0Jupyter Notebook
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.
Benchm Ml1,839
2 years ago11mitR
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
H2o Tutorials1,403
2 years ago44Jupyter Notebook
Tutorials and training material for the H2O Machine Learning Platform
Sparkling Water95764 months ago195October 26, 202344apache-2.0Scala
Sparkling Water provides H2O functionality inside Spark cluster
Awesome Gradient Boosting Papers930
9 months ago1cc0-1.0Python
A curated list of gradient boosting research papers with implementations.
Onnxmltools89620353 months ago22March 01, 2023121apache-2.0Python
ONNXMLTools enables conversion of models to ONNX
Kafka Streams Machine Learning Examples806
4 months ago10apache-2.0Java
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
Interpretable_machine_learning_with_python629
a year ago1Jupyter Notebook
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Mli Resources405
3 years ago4Jupyter Notebook
H2O.ai Machine Learning Interpretability Resources
Awesome H2o345
a year ago1
A curated list of research, applications and projects built using the H2O Machine Learning platform
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