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 1,779 5,002 0 125 Updated Oct 6, 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 42 92 1 1 Updated Oct 6, 2020

• sparkling-water

  Sparkling Water provides H2O functionality inside Spark cluster

  api machine-learning spark integration h2o pysparkling rsparkling
  Scala Apache-2.0 360 868 8 5 Updated Oct 5, 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 11 14 14 Updated Oct 5, 2020

• datatable

  A Python package for manipulating 2-dimensional tabular data structures

  python performance data-structure data-analysis ftrl
  C++ MPL-2.0 88 1,001 99 6 Updated Oct 5, 2020

• db-benchmark

  reproducible benchmark of database-like ops
  Python MPL-2.0 18 95 32 0 Updated Oct 5, 2020

• h2o4gpu

  H2Oai GPU Edition

  python c-plus-plus machine-learning r cpu gpu cuda
  Python Apache-2.0 98 389 143 8 Updated Oct 5, 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 3,056 3 0 0 Updated Oct 5, 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++ 7,759 38 6 9 Updated Oct 5, 2020

• pandas-ml

  Forked from pandas-ml/pandas-ml

  pandas, scikit-learn, xgboost and seaborn integration
  Python BSD-3-Clause 57 0 0 0 Updated Oct 5, 2020

• driverlessai-recipes

  Recipes for Driverless AI
  Python Apache-2.0 58 129 13 (1 issue needs help) 12 Updated Oct 3, 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
  66 275 0 1 Updated Oct 3, 2020

• dai-deployment-examples

  Examples for deploying Driverless AI (DAI) scorers.
  Python 1 5 7 6 Updated Oct 3, 2020

• h2o-flow

  Web based interactive computing environment for H2O
  CoffeeScript MIT 61 118 2 9 Updated Oct 1, 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 0 2 6 0 Updated Sep 24, 2020

• mojoland

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

• driverlessai-tutorials

  H2OAI Driverless AI Code Samples and Tutorials
  Jupyter Notebook 18 32 10 6 Updated Sep 23, 2020

• cupy

  Forked from cupy/cupy

  NumPy-like API accelerated with CUDA
  Python MIT 409 0 0 0 Updated Sep 23, 2020

• rmm

  Forked from rapidsai/rmm

  RAPIDS Memory Manager
  C++ Apache-2.0 86 0 0 0 Updated Sep 23, 2020

• cudf

  Forked from rapidsai/cudf

  cuDF - GPU DataFrame Library
  C++ Apache-2.0 439 0 0 0 Updated Sep 23, 2020

• cuspatial

  Forked from rapidsai/cuspatial

  CUDA-accelerated GIS and spatiotemporal algorithms
  Cuda Apache-2.0 73 0 0 0 Updated Sep 22, 2020

• cuml

  Forked from rapidsai/cuml

  cuML - RAPIDS Machine Learning Library
  Cuda Apache-2.0 272 0 0 0 Updated Sep 23, 2020

• ucx-py

  Forked from rapidsai/ucx-py

  Python bindings for UCX
  Python BSD-3-Clause 22 0 0 0 Updated Sep 23, 2020

• cusignal

  Forked from rapidsai/cusignal

  cuSignal - RAPIDS Signal Processing Library
  Python Apache-2.0 51 0 0 0 Updated Sep 22, 2020

• cugraph

  Forked from rapidsai/cugraph

  cuGraph - RAPIDS Graph Analytics Library
  Jupyter Notebook Apache-2.0 120 0 0 0 Updated Sep 23, 2020

• clx

  Forked from rapidsai/clx

  A collection of RAPIDS examples for security analysts, data scientists, and engineers to quickly get started applying RAPIDS and GPU acceleration to real-world cybersecurity use cases.
  C++ Apache-2.0 27 0 0 0 Updated Sep 22, 2020

• dask-cuda

  Forked from rapidsai/dask-cuda

  Utilities for Dask and CUDA interactions
  Python Apache-2.0 38 0 0 0 Updated Sep 22, 2020

• tpcx-bb

  Forked from rapidsai/tpcx-bb

  RAPIDS TPCx-BB
  Python Apache-2.0 19 0 0 0 Updated Sep 22, 2020

• ucx-split-feedstock

  Forked from rapidsai/ucx-split-feedstock

  A conda-smithy repository for ucx-split.
  Shell BSD-3-Clause 11 0 0 0 Updated Sep 22, 2020

• gputreeshap

  Forked from rapidsai/gputreeshap
  Cuda Apache-2.0 4 0 0 0 Updated Sep 22, 2020