Projects in Awesome Lists tagged with h2o

https://github.com/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

Last synced: 16 Dec 2024

https://github.com/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.).

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

Last synced: 21 Dec 2024

https://github.com/h2oai/h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

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

Last synced: 18 Dec 2024

https://github.com/h2oai/sparkling-water

Sparkling Water provides H2O functionality inside Spark cluster

big-data h2o integration machine-learning pyspark pysparkling rsparkling scala spark

Last synced: 17 Dec 2024

https://github.com/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.

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

Last synced: 25 Oct 2024

https://github.com/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.

accountability data-mining data-science decision-tree fairness fatml gradient-boosting-machine h2o iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 13 Nov 2024

https://github.com/h2oai/mli-resources

H2O.ai Machine Learning Interpretability Resources

accountability data-mining data-science explainable-ml fairness fatml h2o iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml jupyter-notebooks machine-learning machine-learning-interpretability mli python transparency xai xgboost

Last synced: 15 Dec 2024

https://github.com/h2oai/h2o-meetups

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

h2o h2oai meetups presentations

Last synced: 21 Dec 2024

https://github.com/matsuu/kataribe

Access log profiler based on response time

analyzer apache go h2o log nginx profiler varnishncsa

Last synced: 08 Nov 2024

https://github.com/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

Last synced: 11 Nov 2024

https://github.com/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

Last synced: 18 Nov 2024

https://github.com/laresbernardo/lares

Analytics & Machine Learning R Sidekick

analytics api automation automl data-science descriptive-statistics h2o machine-learning marketing mmm predictive-modeling puzzle r r-package rlanguage robyn rstats visualization

Last synced: 20 Dec 2024

https://github.com/catboost/benchmarks

Comparison tools

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

Last synced: 27 Nov 2024

https://github.com/ForestFlow/ForestFlow

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

h2o machine-learning model-deployment

Last synced: 09 Nov 2024

https://github.com/h2oai/steam

DEPRECATED Build, manage and deploy H2O's high-speed machine learning models.

archived deprecated h2o steam

Last synced: 27 Oct 2024

https://github.com/kennethleungty/end-to-end-automl-insurance

An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell

automl data-science fastapi h2o h2o-automl machine-learning mlflow mlops python streamlit

Last synced: 22 Nov 2024

https://business-science.github.io/modeltime.h2o/

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

deep-learning forecast forecasting h2o machine-learning modeltime r r-package tidymodels time-series time-series-analysis timeseries

Last synced: 18 Nov 2024

https://github.com/business-science/modeltime.h2o

Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.

deep-learning forecast forecasting h2o machine-learning modeltime r r-package tidymodels time-series time-series-analysis timeseries

Last synced: 15 Nov 2024

https://github.com/lkwg82/h2o.docker

docker files for h2o http2 webserver

docker h2o http2 webserver

Last synced: 17 Nov 2024

https://github.com/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

Last synced: 14 Oct 2024

https://github.com/ledell/sldm4-h2o

Statistical Learning & Data Mining IV - H2O Presenation & Tutorial

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

Last synced: 12 Oct 2024

https://github.com/shogo82148/go-nginx-oauth2-adapter

Add oauth2 authentication layer with ngx_http_auth_request_module

golang h2o nginx oauth2

Last synced: 27 Oct 2024

https://github.com/h2oai/mlops-dai-runtimes

Production ready templates for deploying Driverless AI (DAI) scorers. https://h2oai.github.io/dai-deployment-templates/

h2o h2oai machine-learning model-deployment model-server model-serving mojo

Last synced: 06 Nov 2024

https://github.com/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.

ai artificial-intelligence cluster h2o h2o-kubernetes kubernetes kubernetes-cluster kubernetes-deployment machine-learning rust

Last synced: 06 Nov 2024

https://github.com/asim/h2o

The Hailo H2O microservices platform

h2o hailo platform

Last synced: 28 Oct 2024

https://github.com/oracle-quickstart/oci-h2o

Terraform module to deploy H2O Driverless AI on Oracle Cloud Infrastructure (OCI)

ai cloud dai gpu h2o h2oai ml oci oracle partner-led terraform

Last synced: 07 Nov 2024

https://github.com/h2oai/ht-catalog

Diverse collection of 100 Hydrogen Torch Use-Cases by different industries, data-types, and problem types

h2o h2oai hydrogentorch

Last synced: 06 Nov 2024

https://github.com/hyunjoonbok/R-projects

Portfolio in R

anomaly-detection data data-analysis data-science data-visualization database deep-learning h2o keras lightgbm marketbasketanalysis regression-models tensorflow time-series xgboost

Last synced: 04 Dec 2024

https://github.com/navdeep-g/h2o-r-examples

H2O-3 Examples in R

deep-learning gbm glm h2o kmeans machine-learning rstats

Last synced: 06 Nov 2024

https://github.com/h2oai/wave-h2o-automl

Wave App for H2O AutoML

automl h2o h2o-automl h2o-wave h2oai

Last synced: 06 Nov 2024

https://github.com/us8945/aws_emr_pysparkling

Set Up Python environment on AWS EMR cluster with H2O Sparkling Water (Pysparling)

aws emr h2o jupyter-notebook pyspark pysparkling spark sparkling-water

Last synced: 06 Dec 2024

https://github.com/navdeep-g/sdss-h2o-automl

Code & presentation for the 'H2O AutoML' short course at SDSS 2018 in Reston, VA

automl h2o h2o-automl machine-learning python r

Last synced: 06 Nov 2024

https://github.com/navdeep-g/jsm-2018

Joint Statistical Meeting 2018

cloud-computing h2o machine-learning r statistics

Last synced: 06 Nov 2024

https://github.com/szilard/gbm-meltdown

The Effect of the Linux Kernel Page-Table Isolation (KPTI) Patch (Meltdown Vulnerability) on GBMs

gbm h2o kpti lightgbm linux-kernel machine-learning meltdown xgboost

Last synced: 16 Nov 2024

https://github.com/BEAKH/RadISpeC

Radiation Interface for Matlab Spectroscopy Calculations. Uses HITRAN and HITEMP

co co2 database dtu fast gas h2o heat-transfer hitemp hitran line-by-line matlab matlab-gui precise radiation simulation spectroscopy

Last synced: 17 Nov 2024

https://github.com/ph-7/spooky

:lion: Spooky is exclusive and quite weird Web app. To be brief, this is the only "spooky CMS" currently findable on the Internet... :astonished:

h2o h2o-framewor h2o-framework php php-cms php-framework spooky

Last synced: 18 Nov 2024

https://github.com/h2oai/h2o-cloud

H2O Cloud code.

aws azure bluemix cloud h2o

Last synced: 06 Nov 2024

https://github.com/josedv82/nba_schedule_xgboost_classifier

Predicting NBA game outcomes using schedule related information. This is an example of supervised learning where a xgboost model was trained with 20 seasons worth of NBA games and uses SHAP values for model explainability.

h2o h2oai nba-analytics nba-stats shap shapley-additive-explanations shapley-value supervised-learning xgboost xgboost-algorithm