H2O.ai

Repositories

• sparkling-water

  Sparkling Water provides H2O functionality inside Spark cluster

  api machine-learning spark integration h2o pysparkling rsparkling
  Scala Apache-2.0 360 882 8 8 Updated Dec 7, 2020

• 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 1,794 5,090 0 135 Updated Dec 7, 2020

• h2o-kubernetes

  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-deployment
  Rust Apache-2.0 1 6 1 1 Updated Dec 7, 2020

• driverlessai-recipes

  Recipes for Driverless AI
  Python Apache-2.0 59 145 13 (1 issue needs help) 12 Updated Dec 7, 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 43 96 1 1 Updated Dec 7, 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++ 7,837 40 6 8 Updated Dec 6, 2020

• db-benchmark

  reproducible benchmark of database-like ops
  Python MPL-2.0 21 100 30 1 Updated Dec 6, 2020

• py-repo

  Python package repository
  HTML 0 3 1 0 Updated Dec 4, 2020

• datatable

  A Python package for manipulating 2-dimensional tabular data structures

  python performance data-structure data-analysis ftrl
  C++ MPL-2.0 91 1,054 108 9 Updated Dec 4, 2020

• artifacts-repo

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

• dask-lightgbm

  Forked from dask/dask-lightgbm
  Python BSD-3-Clause 25 0 0 0 Updated Dec 4, 2020

• h2o-flow

  Web based interactive computing environment for H2O
  CoffeeScript MIT 62 121 2 9 Updated Dec 3, 2020

• incubator-metron

  Forked from apache/metron

  Mirror of Apache Metron (Incubating)
  Java Apache-2.0 503 3 0 0 Updated Nov 25, 2020

• driverlessai-tutorials

  H2OAI Driverless AI Code Samples and Tutorials
  Jupyter Notebook 20 35 10 5 Updated Nov 24, 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 12 11 10 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 1 0 0 0 Updated Nov 20, 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 976 1,286 28 9 Updated Nov 19, 2020

• h2o4gpu

  H2Oai GPU Edition

  python c-plus-plus machine-learning r cpu gpu cuda
  Python Apache-2.0 98 398 144 8 Updated Nov 13, 2020

• 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
  67 287 0 1 Updated Nov 6, 2020

• bot-test
  Dockerfile 0 1 0 0 Updated Nov 4, 2020

• ffmpeg-feedstock

  Forked from conda-forge/ffmpeg-feedstock

  A conda-smithy repository for ffmpeg.
  Shell BSD-3-Clause 33 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

• scikit-learn

  Forked from scikit-learn/scikit-learn

  scikit-learn: machine learning in Python
  Python 20,695 4 0 0 Updated Oct 19, 2020

• dai-deployment-examples

  Examples for deploying Driverless AI (DAI) scorers.
  Java 1 8 7 4 Updated Oct 16, 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 3,131 3 0 0 Updated Oct 5, 2020

• pandas-ml

  Forked from pandas-ml/pandas-ml

  pandas, scikit-learn, xgboost and seaborn integration
  Python BSD-3-Clause 56 0 0 0 Updated Oct 5, 2020

• dask-optuna

  Forked from jrbourbeau/dask-optuna

  Scale Optuna with Dask
  Python MIT 3 0 0 0 Updated Oct 1, 2020

• mojoland

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

• cupy

  Forked from cupy/cupy

  NumPy-like API accelerated with CUDA
  Python MIT 425 0 0 0 Updated Sep 23, 2020

• rmm

  Forked from rapidsai/rmm

  RAPIDS Memory Manager
  C++ Apache-2.0 92 0 0 0 Updated Sep 23, 2020