H2O.ai

Repositories

• h2o-3

  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.

  python java data-science machine-learning multi-threading opensource r
  Jupyter Notebook Apache-2.0 1,847 5,351 0 135 Updated May 16, 2021

• db-benchmark

  reproducible benchmark of database-like ops
  R MPL-2.0 28 142 37 4 Updated May 16, 2021

• wave

  Realtime Web Apps and Dashboards for Python and R

  visualization python app r dashboard realtime webapp
  Python Apache-2.0 114 2,588 155 (4 issues need help) 27 Updated May 16, 2021

• wave-ml

  Automatic Machine Learning (AutoML) for Wave Apps
  Python Apache-2.0 0 13 15 1 Updated May 16, 2021

• driverlessai-recipes

  Recipes for Driverless AI
  Python Apache-2.0 64 159 15 (1 issue needs help) 11 Updated May 16, 2021

• h2o4gpu

  H2Oai GPU Edition

  python c-plus-plus machine-learning r cpu gpu cuda
  Python Apache-2.0 99 421 145 7 Updated May 15, 2021

• datatable

  A Python package for manipulating 2-dimensional tabular data structures

  python performance data-structure data-analysis ftrl
  C++ MPL-2.0 108 1,208 127 6 Updated May 15, 2021

• wave-apps

  Sample AI Apps built with H2O Wave. Maintained by the Wave core team.
  Python MIT 12 67 4 3 Updated May 14, 2021

• dai-deployment-templates

  Production ready templates for deploying Driverless AI (DAI) scorers. https://h2oai.github.io/dai-deployment-templates/

  machine-learning mojo h2o h2oai model-deployment model-serving model-server
  Java Apache-2.0 5 12 15 12 Updated May 14, 2021

• dai-deployment-examples

  Examples for deploying Driverless AI (DAI) scorers.
  Java 2 7 6 8 Updated May 13, 2021

• sparkling-water

  Sparkling Water provides H2O functionality inside Spark cluster

  api machine-learning spark integration h2o pysparkling rsparkling
  Scala Apache-2.0 364 892 10 7 Updated May 13, 2021

• xgboost-predictor
  Java Apache-2.0 7 14 1 0 Updated May 11, 2021

• awesome-h2o

  A curated list of research, applications and projects built using the H2O Machine Learning platform

  data-science machine-learning awesome deep-learning h2o awesome-list h2oai
  69 298 0 1 Updated May 4, 2021

• pandas-ml

  Forked from pandas-ml/pandas-ml

  pandas, scikit-learn, xgboost and seaborn integration
  Python BSD-3-Clause 64 1 0 0 Updated May 4, 2021

• h2o-jenkins-pipeline-lib

  Library of different Jenkins pipeline building blocks.
  Groovy Apache-2.0 2 6 3 3 Updated May 4, 2021

• wave-amlb

  Wave Dashboard for the OpenML AutoML Benchmark

  benchmark wave automl
  Python 1 1 0 0 Updated Apr 28, 2021

• tutorials

  This is a repo for all the tutorials put out by H2O.ai. This includes learning paths for Driverless AI, H2O-3, Sparkling Water and more...
  Jupyter Notebook 46 101 18 (1 issue needs help) 13 Updated Apr 27, 2021

• xgboost

  Forked from dmlc/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, Flink and DataFlow
  C++ 7,994 40 6 5 Updated Apr 26, 2021

• h2o-flow

  Web based interactive computing environment for H2O
  CoffeeScript MIT 62 121 2 9 Updated Apr 19, 2021

• h2o-tutorials

  Tutorials and training material for the H2O Machine Learning Platform

  python data-science machine-learning tutorial r deep-learning h2o
  Jupyter Notebook 1,003 1,323 30 12 Updated Apr 16, 2021

• tensorflow-1

  Forked from NVIDIA/tensorflow

  An Open Source Machine Learning Framework for Everyone
  C++ Apache-2.0 31 0 0 0 Updated Apr 14, 2021

• mojoland

  Testing ground to ensure mojos backward compatibility
  Python 0 0 0 0 Updated Apr 14, 2021

• javassist

  Forked from jboss-javassist/javassist

  Java bytecode engineering toolkit
  Java 591 0 0 1 Updated Apr 5, 2021

• driverlessai-alt-containers
  Shell 1 1 0 0 Updated Mar 25, 2021

• LightGBM

  Forked from microsoft/LightGBM

  A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
  C++ MIT 3,276 3 0 0 Updated Mar 2, 2021

• h2o-meetups

  Presentations from H2O meetups & conferences by the H2O.ai team

  h2o presentations meetups h2oai
  Jupyter Notebook 212 405 0 1 Updated Feb 28, 2021

• h2o-kubernetes

  H2O Open Source Kubernetes operator and a command-line tool to ease deployment (and undeployment) of H2O open-source machine learning platform H2O-3 to Kubernetes.

  kubernetes rust machine-learning ai cluster h2o kubernetes-cluster
  Rust Apache-2.0 1 13 4 1 Updated Feb 25, 2021

• optuna

  Forked from optuna/optuna

  A hyperparameter optimization framework
  Python MIT 504 0 0 0 Updated Feb 20, 2021

• driverlessai-tutorials

  H2OAI Driverless AI Code Samples and Tutorials
  Jupyter Notebook 19 36 10 0 Updated Feb 1, 2021

• dask-lightgbm

  Forked from dask/dask-lightgbm
  Python BSD-3-Clause 28 0 0 0 Updated Jan 24, 2021