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h2oai / h2o-3

3.9k

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Rando…

Java Updated Mar 22, 2019

szilard / benchm-ml

1.6k

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Pyt…

machine-learning data-science r python gradient-boosting-machine random-forest deep-learning xgboost h2o spark

R Updated Sep 15, 2018

rapidsai / cudf

1.2k

cuDF - GPU DataFrame Library

gpu h2o python-api machine-learning-algorithms mapd anaconda gpu-dataframe rapids cudf arrow cuda pandas

Cuda Updated Mar 22, 2019 6 issues need help

h2oai / h2o-tutorials

891

Tutorials and training material for the H2O Machine Learning Platform

h2o tutorial machine-learning data-science deep-learning python r

Jupyter Notebook Updated Feb 23, 2019

h2oai / sparkling-water

736

Sparkling Water provides H2O functionality inside Spark cluster

h2o spark machine-learning integration pysparkling rsparkling api devel

Scala Updated Mar 22, 2019

kaiwaehner / kafka-streams-machine-learning-examples

390

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable producti…

kafka kafka-streams kafka-client machine-learning deep-learning open-source h2o h2oai tensorflow deeplearning4j keras keras-tensorflow dl4j ksql java python

Java Updated Mar 8, 2019

h2oai / h2o-meetups

337

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

h2o presentations

Jupyter Notebook Updated Mar 8, 2019

h2oai / mli-resources

263

H2O.ai Machine Learning Interpretability Resources

Jupyter Notebook Updated Mar 5, 2019

jphall663 / interpretable_machine_learning_with_python

195

Practical techniques for interpreting machine learning models.

Jupyter Notebook Updated Mar 22, 2019

h2oai / awesome-h2o

171

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

machine-learning h2o deep-learning h2oai awesome-list awesome data-science

Updated Feb 16, 2019

jphall663 / GWU_data_mining

159

Materials for GWU DNSC 6279 and DNSC 6290.

data-science data-mining data-visualization machine-learning python r sas text-mining image-processing image-recognition h2o

Jupyter Notebook Updated Mar 17, 2019

catboost / benchmarks

87

Comparison tools

benchmark comparison quality speed gpu ranking classification regression catboost xgboost lightgbm kaggle h2o

Jupyter Notebook Updated Jan 16, 2019

h2oai / rsparkling

67

RSparkling: Use H2O Sparkling Water from R (Spark + R + Machine Learning)

h2o spark machine-learning sparklyr deep-learning data-science big-data r water

R Updated Jul 19, 2018

WLOGSolutions / telco-customer-churn-in-r-and-h2o

53

Showcase for using H2O and R for churn prediction (inspired by ZhouFang928 examples)

r h2o showcase machine-learning grid-search gradient-boosting-machine h2oai rsuite churn-prediction

R Updated Sep 28, 2017

gregwchase / nih-chest-xray

46

Identifying diseases in chest X-rays using convolutional neural networks

convolutional-neural-networks chest-xrays h2o nih deep-learning keras mxnet chestxray14

Jupyter Notebook Updated Jan 7, 2018

WLOGSolutions / retail-segmentation-based-marketing-campaing-in-r-and-h2o

42

Showcase for using H2O and R for scoring for marketing campaign in retail

r showcase marketing-campaigns segmentation auc machine-learning h2oai h2o rstats rsuite customer-segmentation

R Updated Aug 26, 2018

kaiwaehner / ksql-fork-with-deep-learning-function

37

Deep Learning UDF for KSQL, the Streaming SQL Engine for Apache Kafka with Elasticsearch Sink Example

kafka deep-learning ksql udf ksql-server ksql-udf stream kafka-ecosystem h2o

Java Updated Jul 31, 2018

tgsmith61591 / skutil

29

NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: …

sklearn h2o machine-learning pandas python

Python Updated Apr 19, 2018

lkwg82 / h2o.docker

24

docker files for h2o http2 webserver

h2o http2 webserver docker

Shell Updated Nov 16, 2018

ledell / sldm4-h2o

23

Statistical Learning & Data Mining IV - H2O Presenation & Tutorial

statistical-learning deep-learning tutorial h2o machine-learning r autoencoder

HTML Updated Sep 22, 2017

JohnNay / forecastVeg

22

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health

machine-learning h2o landuse gbm satellite-imagery vegetation-health modis drought prediction forecasting artificial-intelligence

Python Updated Apr 13, 2016

iceb0y / pyh2o

22

Python binding for the H2O HTTP server

python h2o http server http2 websocket performance

Python Updated Feb 26, 2017

shogo82148 / go-nginx-oauth2-adapter

13

nginx golang h2o oauth2

Go Updated Feb 25, 2019

mercury-ml-team / mercury-ml

12

Mercury-ML is an open source Machine Learning workflow management library. Its core contributors are employees of Ale…

machine-learning workflow-management keras tensorflow h2o

Python Updated Mar 22, 2019

Verteego / vds

9

Verteego Data Suite

machine-learning data-science python r h2o anaconda jupyter apache-nifi superset openrefine visualization workflow

Shell Updated May 29, 2017

ck37 / hpc-savio-xsede

7

Multicore and multi-node parallel R computation via SLURM on the Savio cluster at UC Berkeley, plus XSEDE

savio sbatch slurm-job hpc h2o xsede parallel

Shell Updated Dec 4, 2017

osofr / gridisl

6

Discrete SuperLearner with Grid-Search for Longitudinal Data

h2o grid-superlearner xgboost vfold-cross-validation grids

R Updated Aug 9, 2017

andrewsommerlot / startml

5

R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and rand…

machine-learning h2o ensemble deep-learning gradient-boosting-machine random-forest r automation automatic visualization tsne tsne-algorithm tsne-plot deep-neural-networks regression regression-algorithms classification classification-algorithm binary-classification

R Updated Feb 27, 2018

fabianmax / ML-Automation

5

Benchmark of current ML automation frameworks

machine-learning automl regression h2o sklearn autosklearn tpot python

Python Updated Feb 17, 2019

davpinto / h2o-tutorial

4

H2O Tuning and Ensembling Tutorial for R

rstats h2o kaggle machine-learning ensemble-learning xgboost deeplearning mxnet

R Updated Jan 11, 2017

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Repositories 107