H2O.ai

Repositories

• dai-deployment-examples

  Examples for deploying Driverless AI (DAI) scorers.
  Java 1 7 5 6 Updated Mar 8, 2021

• wave

  Realtime Web Apps and Dashboards for Python

  visualization python app dashboard realtime webapp
  Python Apache-2.0 103 2,499 157 (6 issues need help) 28 Updated Mar 8, 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
  68 293 0 1 Updated Mar 8, 2021

• 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 1,826 5,236 0 136 Updated Mar 8, 2021

• driverlessai-recipes

  Recipes for Driverless AI
  Python Apache-2.0 59 153 15 (1 issue needs help) 14 Updated Mar 8, 2021

• datatable

  A Python package for manipulating 2-dimensional tabular data structures

  python performance data-structure data-analysis ftrl
  C++ MPL-2.0 99 1,158 117 8 Updated Mar 8, 2021

• sparkling-water

  Sparkling Water provides H2O functionality inside Spark cluster

  api machine-learning spark integration h2o pysparkling rsparkling
  Scala Apache-2.0 362 887 9 16 Updated Mar 8, 2021

• wave-apps

  Sample AI Apps built with H2O Wave. Maintained by the Wave core team.
  Python MIT 9 61 4 0 Updated Mar 8, 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 990 1,303 31 9 Updated Mar 5, 2021

• db-benchmark

  reproducible benchmark of database-like ops
  R MPL-2.0 22 116 33 3 Updated Mar 4, 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 44 100 20 (1 issue needs help) 5 Updated Mar 4, 2021

• dai-deployment-templates

  Production ready templates for deploying Driverless AI (DAI) scorers.

  machine-learning mojo h2o h2oai model-deployment model-serving model-server
  Java Apache-2.0 4 12 12 11 Updated Mar 3, 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 3,228 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 209 403 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 3 1 Updated Feb 24, 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++ 7,926 40 6 5 Updated Feb 22, 2021

• optuna

  Forked from optuna/optuna

  A hyperparameter optimization framework
  Python MIT 474 0 0 0 Updated Feb 20, 2021

• h2o4gpu

  H2Oai GPU Edition

  python c-plus-plus machine-learning r cpu gpu cuda
  Python Apache-2.0 98 415 145 7 Updated Feb 10, 2021

• h2o-flow

  Web based interactive computing environment for H2O
  CoffeeScript MIT 62 122 2 9 Updated Feb 9, 2021

• driverlessai-tutorials

  H2OAI Driverless AI Code Samples and Tutorials
  Jupyter Notebook 20 37 10 0 Updated Feb 1, 2021

• dask-lightgbm

  Forked from dask/dask-lightgbm
  Python BSD-3-Clause 27 0 0 0 Updated Jan 24, 2021

• h2o-jenkins-pipeline-lib

  Library of different Jenkins pipeline building blocks.
  Groovy Apache-2.0 2 6 3 3 Updated Jan 21, 2021

• mli-resources

  H2O.ai Machine Learning Interpretability Resources

  python data-science machine-learning data-mining h2o xgboost transparency
  Jupyter Notebook 121 426 4 0 Updated Dec 12, 2020

• py-repo

  Python package repository
  HTML 0 2 1 0 Updated Dec 4, 2020

• artifacts-repo

  A simple artifacts exchange.
  Shell 0 0 0 0 Updated Dec 4, 2020

• incubator-metron

  Forked from apache/metron

  Mirror of Apache Metron (Incubating)
  Java Apache-2.0 509 3 0 0 Updated Nov 25, 2020

• dask-pytorch

  Forked from saturncloud/dask-pytorch-ddp

  dask-pytorch is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.
  Python BSD-3-Clause 3 0 0 0 Updated Nov 20, 2020

• bot-test
  Dockerfile 0 0 0 0 Updated Nov 4, 2020

• ffmpeg-feedstock

  Forked from conda-forge/ffmpeg-feedstock

  A conda-smithy repository for ffmpeg.
  Shell BSD-3-Clause 35 0 0 0 Updated Nov 3, 2020

• H2O-LightGBM-CUDA

  Forked from bordaw/H2O-LightGBM-CUDA

  CUDA Implementation for the H2O version of the LightGBM package
  C++ MIT 3 2 0 0 Updated Oct 22, 2020