Discover h2oai/h2o-sparkling Open Source project by H2O.ai (@h2oai)

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.

10,513

h2o-3

Realtime Web Apps and Dashboards for Python and R

6,658

wave

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/

3,820

h2o-llmstudio

Please visit https://github.com/h2oai/h2o-3 for latest H2O

3,608

h2o-2

A Python package for manipulating 2-dimensional tabular data structures

2,222

datatable

C++

1,790

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

Sparkling Water provides H2O functionality inside Spark cluster

1,457

sparkling-water

Scala

954

mli-resources

H2O.ai Machine Learning Interpretability Resources

h2o4gpu

h2o-meetups

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

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

412

awesome-h2o

353

db-benchmark

reproducible benchmark of database-like ops

299

deepwater

Deep Learning in H2O using Native GPU Backends

pystacknet

h2o-wizardlm

Open-Source Implementation of WizardLM to turn documents into Q:A pairs for LLM fine-tuning

Recipes for Driverless AI

242

driverlessai-recipes

Create apps 10x quicker, without Javascript/HTML/CSS.

224

nitro

TypeScript

198

wave-apps

Sample AI Apps built with H2O Wave.

Web based interactive computing environment for H2O

139

h2o-flow

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...

131

tutorials

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

127

rsparkling

steam

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

Templates for projects based on top of H2O.

h2o-world-2014-training

app-consumer-loan

h2o-kubeflow

h2o-droplets

H2OAI Driverless AI Code Samples and Tutorials

driverlessai-tutorials

Domain name classifier looking for good vs. possibly malicious providers

app-malicious-domains

A collection of data science examples implemented across a variety of languages and libraries.

data-science-examples

CSS

xgboost-predictor

Automatic Machine Learning (AutoML) for Wave Apps

wave-ml

Large-language Model Evaluation framework with Elo Leaderboard and A-B testing

h2o-LLM-eval

Deep neural networks on over 50 classification problems from the UC Irvine Machine Learning Repository

Deep-Learning-with-h2o-in-R

h2o.js

Node.js bindings to H2O, the open-source prediction engine for big data science.

perf

Performance Benchmarks

Python 2.7 & 3.5+ runtime type-checker

typesentry

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.

covid19-datasets

h2o-kubernetes

Rust

sql-sidekick

Experiment on QnA tabular data using LLMs and SQL

AITD

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

dai-deployment-templates

Repository for SF QConf 2015 Workshop

qcon2015

Integrating H2O-3 AutoML with Amazon Sagemaker

h2o3-sagemaker

A interactive playground to style and edit images, generate art and have fun.

wave-image-styling-playground

Article for Special Edition of Information: Machine Learning with Python

article-information-2019

GenAI apps from H2O made Wave

genai-app-store-apps

social_ml

Starter kit for H2O.ai competition Challenge Wildfires.

challenge-wildfires

Library of different Jenkins pipeline building blocks.

h2o-jenkins-pipeline-lib

Groovy

haic-tutorials

wave-h2o-automl

Wave App for H2O AutoML

cvpr-multiearth-deforestation-segmentation

Examples for deploying Driverless AI (DAI) scorers.

app-ask-craig

Ask Craig application

Scala

dai-deployment-examples

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

ml-security-audits

TeX

ht-catalog

wave-big-data-visualizer

Guidelines for the responsible use of explainable AI and machine learning

xai_guidelines

authn-py

Universal Token Provider

Rapid application development for a more... civilized age.

fluid

Scoring service backend by model POJOs.

h2o-scoring-service

app-news-classification

Scala

covid19-backtesting-publication

Example of putting a mojo zip file as a resource into a java servlet.

app-mojo-servlet

H2O Cloud Discovery Client.

cloud-discovery-py

jacocoHighlight

h2o-automl-paper

docai-recipes

deepwater-nae

h2oai-power-nae

nitro-matplotlib

Matplotlib plugin for H2O Nitro

h2o-cloud

h2o-rf1-bench

nitro-plotly

Plotly plugin for H2O Nitro

residuals-vis

Modified version of https://github.com/camelot-dev/camelot

python-chat-ui

driverlessai-alt-containers

Shell

camelot

Bokeh plugin for H2O Nitro

nitro-bokeh

Wave Dashboard for the OpenML AutoML Benchmark

wave-amlb

app-titanic

Python package repository

py-repo

roc-chart

h2o3-xgboost-nae

Shell

residuals-vis-example-project

This wave application is a R data.table tutorial and interactive learning environment developed using the wave library for R.

wave-r-data-table

h2o_genai_training

Repository for H2O.ai's Generative AI Training

dai-centos7-x86_64-nae

Dockerfile

correlation-graph

residuals-vis-data

Dart/Flutter <-> Python transpiler

pydart

Meetup Hackathon 06/21/2017

2017-06-21-hackathon

An initiate of H2O.ai to build AI apps to solve complex healthcare and life science problems

h2o-health

Makefile

lightning

High performance, interactive statistical graphics engine for the web.

h2o-google-bigquery

Yet another markdown-to-documentation generator

fiction

Temporary repository for fast git cloning during the h2o dallas event.

dallas-tutorials

Log Analysis Use Case for PyData2016

pydata2016-h2o-loganalysis

100

aggregator-zoom