Discover h2oai/mlops-dai-runtimes Open Source project

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.

11,235

h2o-3

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

6,862

h2o-llmstudio

Realtime Web Apps and Dashboards for Python and R

3,991

wave

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

3,966

h2o-2

A Python package for manipulating 2-dimensional tabular data structures

2,222

datatable

C++

1,807

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

Sparkling Water provides H2O functionality inside Spark cluster

1,457

sparkling-water

H2O.ai Machine Learning Interpretability Resources

958

mli-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

pystacknet

Deep Learning in H2O using Native GPU Backends

286

deepwater

C++

285

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

200

wave-apps

Sample AI Apps built with H2O Wave.

Web based interactive computing environment for H2O

144

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

Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform

129

enterprise-h2ogpte

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

rsparkling

steam

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

h2o-world-2014-training

training material

DEPRECATED! Use https://github.com/h2oai/sparkling-water repository! H2O and Spark interoperability based on Tachyon.

h2o-sparkling

app-consumer-loan

Templates for projects based on top of H2O.

h2o-kubeflow

Jsonnet

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

AITD

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

sql-sidekick

Experiment on QnA tabular data using LLMs and SQL

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

h2o.js

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

genai-app-store-apps

GenAI apps from H2O made Wave

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

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

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

ht-catalog

app-ask-craig

Ask Craig application

Examples for deploying Driverless AI (DAI) scorers.

dai-deployment-examples

ml-security-audits

TeX

wave-big-data-visualizer

Guidelines for the responsible use of explainable AI and machine learning

xai_guidelines

authn-py

Universal Token Provider

Scoring service backend by model POJOs.

h2o-scoring-service

app-news-classification

H2O.ai fork of https://codeberg.org/jbruchon/jdupes

jdupes

covid19-backtesting-publication

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

fluid

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 Cloud code.

Plotly plugin for H2O Nitro

nitro-plotly

h2o-rf1-bench

residuals-vis

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

wave-r-data-table

python-chat-ui

h2o_genai_training

Repository for H2O.ai's Generative AI Training

roc-chart

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

driverlessai-alt-containers

Shell

camelot

Bokeh plugin for H2O Nitro

nitro-bokeh

Wave Dashboard for the OpenML AutoML Benchmark

wave-amlb

h2o-evals

Bring Your Own Evals

Dart/Flutter <-> Python transpiler

pydart

app-titanic

h2o3-xgboost-nae

Shell

residuals-vis-example-project

Python package repository

py-repo

dai-centos7-x86_64-nae

Dockerfile

correlation-graph

High performance, interactive statistical graphics engine for the web.

lightning

residuals-vis-data

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

h2o-google-bigquery

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

100

dallas-tutorials