h2o

There are 2 repositories under h2o topic.

h2oai / 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.
automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark
Language:Jupyter Notebook 6728
szilard / benchm-ml
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
machine-learning data-science r python gradient-boosting-machine random-forest deep-learning xgboost h2o spark
Language:R 1864
h2oai / h2o-tutorials
Tutorials and training material for the H2O Machine Learning Platform
h2o tutorial machine-learning data-science deep-learning python r
Language:Jupyter Notebook 1466
awesome-gradient-boosting-papers
benedekrozemberczki / awesome-gradient-boosting-papers
A curated list of gradient boosting research papers with implementations.
gradient-boosting gradient-boosting-classifier gradient-boosting-machine gradient-boosted-trees gradient-boosting-decision-trees xgboost xgboost-algorithm catboost lightgbm random-forest decision-tree classification-algorithm classification-trees machine-learning deep-learning h2o classifier classification-tree adaboost boosting
Language:Python 980
h2oai / sparkling-water
Sparkling Water provides H2O functionality inside Spark cluster
big-data h2o integration machine-learning pyspark pysparkling rsparkling scala spark
Language:Scala 953
kaiwaehner / kafka-streams-machine-learning-examples
This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.
kafka kafka-streams kafka-client machine-learning deep-learning open-source h2o h2oai tensorflow deeplearning4j keras keras-tensorflow dl4j ksql java python
Language:Java 822
jphall663 / interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
machine-learning python fatml xai gradient-boosting-machine decision-tree data-science fairness interpretable-machine-learning interpretability machine-learning-interpretability iml accountability transparency data-mining interpretable-ml interpretable interpretable-ai lime h2o
Language:Jupyter Notebook 661
h2oai / mli-resources
H2O.ai Machine Learning Interpretability Resources
machine-learning python jupyter-notebooks interpretability data-science data-mining h2o mli xai fatml transparency accountability fairness xgboost machine-learning-interpretability iml interpretable-machine-learning interpretable-ml interpretable-ai explainable-ml
Language:Jupyter Notebook 478
h2oai / h2o-meetups
Presentations from H2O meetups & conferences by the H2O.ai team
h2o presentations meetups h2oai
Language:Jupyter Notebook 412
h2oai / awesome-h2o
A curated list of research, applications and projects built using the H2O Machine Learning platform
machine-learning h2o deep-learning h2oai awesome-list awesome data-science
365
matsuu / kataribe
Access log profiler based on response time
analyzer apache go h2o log nginx profiler varnishncsa
Language:Go 359
jphall663 / GWU_data_mining
Materials for GWU DNSC 6279 and DNSC 6290.
data-mining data-science data-visualization h2o image-processing image-recognition machine-learning python r sas text-mining
Language:Jupyter Notebook 232
AdrianAntico / AutoQuant
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
automated-machine-learning automl catboost classification gpu-acceleration h2o lightgbm multiclass-classification panel-data r regression supervised-learning timeseries unsupervised-learning xgboost
Language:R 230
laresbernardo / lares
Analytics & Machine Learning R Sidekick
r machine-learning analytics visualization r-package data-science rstats automl h2o api automation descriptive-statistics marketing mmm predictive-modeling puzzle rlanguage robyn
Language:R 229
catboost / benchmarks
Comparison tools
benchmark catboost classification comparison gpu h2o kaggle lightgbm quality ranking regression speed xgboost
Language:Jupyter Notebook 163
gregwchase / nih-chest-xray
Identifying diseases in chest X-rays using convolutional neural networks
convolutional-neural-networks chest-xrays h2o nih deep-learning keras mxnet chestxray14
Language:Jupyter Notebook 88
kaiwaehner / ksql-fork-with-deep-learning-function
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
Language:Java 77
ForestFlow / ForestFlow
ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
h2o machine-learning model-deployment
Language:Scala 69
kennethleungty / End-to-End-AutoML-Insurance
An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
automl h2o h2o-automl machine-learning mlops streamlit fastapi mlflow data-science python
Language:Jupyter Notebook 66
h2oai / rsparkling
RSparkling: Use H2O Sparkling Water from R (Spark + R + Machine Learning)
h2o spark machine-learning sparklyr deep-learning data-science big-data r water
Language:R 63
h2oai / steam
DEPRECATED Build, manage and deploy H2O's high-speed machine learning models.
archived deprecated h2o steam
Language:Java 60
WLOGSolutions / telco-customer-churn-in-r-and-h2o
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
Language:R 58
WLOGSolutions / retail-segmentation-based-marketing-campaing-in-r-and-h2o
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
Language:R 55
JohnNay / forecastVeg
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python
machine-learning h2o landuse gbm satellite-imagery vegetation-health modis drought prediction forecasting artificial-intelligence python hyperparameters ensemble-model ensemble r
Language:Python 45
business-science / modeltime.h2o
Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.
modeltime h2o time-series forecasting forecast r tidymodels timeseries time-series-analysis machine-learning deep-learning r-package
Language:R 38
lkwg82 / h2o.docker
docker files for h2o http2 webserver
h2o http2 webserver docker
Language:Shell 36
mercury-ml-team / mercury-ml
Mercury-ML is an open source Machine Learning workflow management library. Its core contributors are employees of Alexander Thamm GmbH
machine-learning workflow-management keras tensorflow h2o
Language:Python 35
tgsmith61591 / skutil
NOTE: skutil is now deprecated. See its sister project: https://github.com/tgsmith61591/skoot. Original description: A set of scikit-learn and h2o extension classes (as well as caret classes for python). See more here: https://tgsmith61591.github.io/skutil
h2o machine-learning pandas python sklearn
Language:Python 29
ledell / sldm4-h2o
Statistical Learning & Data Mining IV - H2O Presenation & Tutorial
autoencoder deep-learning h2o machine-learning r statistical-learning tutorial
Language:HTML 26
uzaymacar / exemplary-ml-pipeline
Exemplary, annotated machine learning pipeline for any tabular data problem.
machine-learning-pipelines h2o featuretools sklearn data-visualization data-cleaning data-imputation feature-engineering feature-scaling feature-selection feature-encoding modeling
Language:Jupyter Notebook 25
iceboy233 / pyh2o
Python binding for the H2O HTTP server
python h2o http server http2 websocket performance
Language:Python 24
shogo82148 / go-nginx-oauth2-adapter
Add oauth2 authentication layer with ngx_http_auth_request_module
nginx golang h2o oauth2
Language:Go 21
h2oai / 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.
h2o kubernetes kubernetes-deployment cluster machine-learning ai rust h2o-kubernetes kubernetes-cluster artificial-intelligence
Language:Rust 20
SeanPLeary / mlflow-minio-h2o-example
MLflow-tracking server example with Minio and H2O
h2oai h2o mlflow-tracking-server mlflow minio minio-server
Language:Jupyter Notebook 18
SeanPLeary / shapley-values-h2o-example
Shapley Values with H2O AutoML Example (ML Interpretability)
h2oai h2o-automl h2o shapley interpretable-machine-learning
Language:HTML 18
serengil / h2o-ai-101
This repository covers h2o ai based implementations
h2o h2oai gbm gradient-boosting gradient-boosting-machine gradient-boosting-decision-trees automl auto-ml machine-learning deep-learning
Language:Jupyter Notebook 18

h2o

h2oai / h2o-3

szilard / benchm-ml

h2oai / h2o-tutorials

benedekrozemberczki / awesome-gradient-boosting-papers

h2oai / sparkling-water

kaiwaehner / kafka-streams-machine-learning-examples

jphall663 / interpretable_machine_learning_with_python

h2oai / mli-resources

h2oai / h2o-meetups

h2oai / awesome-h2o

matsuu / kataribe

jphall663 / GWU_data_mining

AdrianAntico / AutoQuant

laresbernardo / lares

catboost / benchmarks

gregwchase / nih-chest-xray

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

ForestFlow / ForestFlow

kennethleungty / End-to-End-AutoML-Insurance

h2oai / rsparkling

h2oai / steam

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

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

JohnNay / forecastVeg

business-science / modeltime.h2o

lkwg82 / h2o.docker

mercury-ml-team / mercury-ml

tgsmith61591 / skutil

ledell / sldm4-h2o

uzaymacar / exemplary-ml-pipeline

iceboy233 / pyh2o

shogo82148 / go-nginx-oauth2-adapter

h2oai / h2o-kubernetes

SeanPLeary / mlflow-minio-h2o-example

SeanPLeary / shapley-values-h2o-example

serengil / h2o-ai-101