H2O.ai

Repositories

• h2o-3

  Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  python java data-science machine-learning multi-threading opensource r
  Jupyter Notebook Apache-2.0 1,755 4,916 0 113 Updated Jul 25, 2020

• 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 38 83 2 0 Updated Jul 25, 2020

• h2o4gpu

  H2Oai GPU Edition

  python c-plus-plus machine-learning r cpu gpu cuda
  Python Apache-2.0 98 384 139 12 Updated Jul 24, 2020

• datatable

  data.table for Python
  C++ MPL-2.0 80 967 96 2 Updated Jul 24, 2020

• driverlessai-recipes

  Recipes for Driverless AI
  Python Apache-2.0 52 122 13 (1 issue needs help) 11 Updated Jul 24, 2020

• sparkling-water

  Sparkling Water provides H2O functionality inside Spark cluster

  api machine-learning spark integration h2o pysparkling rsparkling
  Scala Apache-2.0 357 860 3 4 Updated Jul 24, 2020

• dai-deployment-examples

  Examples for deploying Driverless AI (DAI) scorers.
  Python 1 5 7 6 Updated Jul 24, 2020

• pystacknet
  Jupyter Notebook MIT 54 209 12 4 Updated Jul 24, 2020

• mojoland

  Testing ground to ensure mojos backward compatibility
  Python 0 0 0 1 Updated Jul 23, 2020

• covid19-backtesting-publication
  Jupyter Notebook Apache-2.0 0 4 0 0 Updated Jul 23, 2020

• covid19-datasets
  5 14 0 0 Updated Jul 21, 2020

• 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 10 10 8 Updated Jul 21, 2020

• db-benchmark

  reproducible benchmark of database-like ops
  Python MPL-2.0 17 88 31 0 Updated Jul 20, 2020

• perf

  Performance Benchmarks
  Jupyter Notebook Apache-2.0 10 22 2 1 Updated Jul 18, 2020

• 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++ 7,628 37 6 8 Updated Jul 17, 2020

• h2o-automl-paper

  H2O AutoML paper

  machine-learning benchmarks automl
  R MIT 0 1 0 0 Updated Jul 16, 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 Jul 15, 2020

• h2o-2

  Please visit https://github.com/h2oai/h2o-3 for latest H2O
  Java Apache-2.0 596 2,249 6 11 Updated Jul 10, 2020

• h2o-flow

  Web based interactive computing environment for H2O
  CoffeeScript MIT 59 116 2 9 Updated Jul 9, 2020

• h2o-tutorials

  Tutorials and training material for the H2O Machine Learning Platform

  python data-science machine-learning tutorial r deep-learning h2o
  Jupyter Notebook 952 1,239 26 9 Updated Jul 7, 2020

• h2o-droplets

  Templates for projects based on top of H2O.
  Java 35 33 0 4 Updated Jun 21, 2020

• h2o-meetups

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

  h2o presentations meetups h2oai
  Jupyter Notebook 201 396 0 1 Updated Jun 18, 2020

• CRAFT-pytorch

  Forked from clovaai/CRAFT-pytorch

  Official implementation of Character Region Awareness for Text Detection (CRAFT)
  Python 447 0 0 0 Updated Jun 18, 2020

• qcon2015

  Repository for SF QConf 2015 Workshop
  Java Apache-2.0 10 17 0 1 Updated Jun 18, 2020

• unilm

  Forked from microsoft/unilm

  UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond
  Python 255 0 0 0 Updated Jun 18, 2020

• drift

  Forked from micahstubbs/drift

  an ES2015 port of h2o-flow
  JavaScript 1 0 0 1 Updated Jun 18, 2020

• javacpp

  Forked from bytedeco/javacpp

  The missing bridge between Java and native C++
  Java 444 0 0 5 Updated Jun 17, 2020

• perrier

  Forked from apache/spark

  Perrier - A blend of Spark & H2O <This is no longer a dependency for SparklingWater
  Scala Apache-2.0 22,207 6 0 5 Updated Jun 17, 2020

• h2o-world-2014-training

  training material
  Java 35 46 2 7 Updated Jun 17, 2020

• 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 2,971 3 0 0 Updated Jun 16, 2020