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H2o 3 ⭐ 6,618

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.

Benchm Ml ⭐ 1,839

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.).

H2o Tutorials ⭐ 1,403

Tutorials and training material for the H2O Machine Learning Platform

Awesome Gradient Boosting Papers ⭐ 930

A curated list of gradient boosting research papers with implementations.

Kafka Streams Machine Learning Examples ⭐ 806

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.

H2o Meetups ⭐ 410

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

Awesome H2o ⭐ 345

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

Deepwater ⭐ 283

Deep Learning in H2O using Native GPU Backends

Machine Learning and Deep Learning Resources

Nih Chest Xray ⭐ 61

Identifying diseases in chest X-rays using convolutional neural networks

Mlstudio ⭐ 58

The ML Studio Package

Ksql Fork With Deep Learning Function ⭐ 58

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

An R package to streamline the training, fine-tuning and predicting processes for deep learning based on 'darch' and 'deepnet'.

Modeltime.h2o ⭐ 38

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

Sldm4 H2o ⭐ 27

Statistical Learning & Data Mining IV - H2O Presenation & Tutorial

Deeplearningresources ⭐ 9

Links to Text, Code and Demos for Deep Learning Meetups

Ksql Machine Learning Udf ⭐ 9

Confluent KSQL Addon - User Defined Function (UDF) for Machine Learning

H2o Ai 101 ⭐ 8

This repository covers h2o ai based implementations

Python Projects ⭐ 7

Portfolio in Python

Convolutional Embedded Networks ⭐ 7

Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing

Shiny App ⭐ 6

A shiny interface for ML models, data visualization etc.

R_selflearning ⭐ 6

Developing self learning robot

Autoautoml ⭐ 6

Computational experiments for the paper "A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost" (IJCNN 2021)

R package for automatic hyper parameter tuning and ensembles with deep learning, gradient boosting machines, and random forests. Powered by h2o.

Machine Learning Course ⭐ 5

Machine Learning and Deep Learning Course

H2o R Examples ⭐ 5

H2O-3 Examples in R

H2o Tutorial ⭐ 5

H2O Tuning and Ensembling Tutorial for R

R Deep Learning Essentials ⭐ 5

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