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h2o-automl

Here are 58 public repositories matching this 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.

Updated Dec 15, 2024
Jupyter Notebook

kennethleungty / End-to-End-AutoML-Insurance

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

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

Updated Jun 9, 2022
Jupyter Notebook

SeanPLeary / shapley-values-h2o-example

Shapley Values with H2O AutoML Example (ML Interpretability)

h2o h2oai shapley interpretable-machine-learning h2o-automl

Updated Mar 17, 2019
HTML

h2oai / wave-h2o-automl

Wave App for H2O AutoML

h2o automl h2oai h2o-automl h2o-wave

Updated May 13, 2024
Python

VishalKumar-S / Sales_Conversion_Optimization_MLOps_Project

Sales Conversion Optimization MLOps: Boost revenue with AI-powered insights. Features H2O AutoML, ZenML pipelines, Neptune.ai tracking, data validation, drift analysis, CI/CD, Streamlit app, Docker, and GitHub Actions. Includes e-mail alerts, Discord/Slack integration, and SHAP interpretability. Streamline ML workflow and enhance sales performance.

Updated Mar 1, 2024
HTML

luisferreira97 / autoautoml

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

machine-learning deep-learning automl tpot autosklearn h2o-automl transmogrifai rminer autogluon

Updated Sep 8, 2022
Python

michalkurka / h2o-parallel-grid-search-benchmark

Parallel Grid Search benchmark - H2O Machine Learning

java benchmark machine-learning r ai h2o artificial-intelligence machinelearning h2o-automl h2o-3

Updated Jan 14, 2020
R

zuliani99 / AutoML-Benchmark

Benchmark for some usual automated machine learning, such as: AutoSklearn, MLJAR, H2O, TPOT and AutoGluon. All visualized via a Dash Web Application

python benchmark machine-learning deep-learning kaggle dataset dash openml tpot auto-sklearn ploty mljar h2o-automl autogluon

Updated Jan 31, 2024
Python

gulabpatel / AutoML

h2o-automl rapids autokeras autogluon lazypredict autots evalml autonlp autoviml sklearn-automl tpot-automl

Updated Oct 2, 2021
Jupyter Notebook

jpacerqueira-zz / Akamai-log-Analysis-SparkML-H2o

Transformation of Akamai Logs with Spark ETL and discover of Values and similarities in logs used SparkML and H2O ML

h2o sparkml pyspark pysparkling h2oai pyspark-notebook pyspark-mllib h2o-automl

Updated Feb 28, 2019
HTML

baotramduong / Cervical-Cancer-Prediction-with-H2O-AutoML

In this project, we will identify the characteristics of women who are more likely to develop cervical cancer and use Automatic Machine Learning H2O AutoML to make prediction on whether or not a certain customer would buy a term deposit. We will also use Explainable AI (XAI) methods such as Variable Importance Plot, Partial Dependence Plot, SHAP…

machine-learning lime explainable-ai xai h2o-automl

Updated Oct 13, 2021
Jupyter Notebook

xavierkamp / tsForecastR

R package consisting of functions and tools to facilitate the use of traditional time series and machine learning models to generate forecasts on univariate or multvariate data. Different backtesting scenarios are available to identify the best performing models.

machine-learning multivariate-data backtesting stl-model arima-model bsts keras-lstm time-series-forecasting h2o-automl univariate-data ets-model

Updated Jan 29, 2020
R

navdeep-G / sdss-h2o-automl

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

python machine-learning r h2o automl h2o-automl

Updated May 25, 2019
HTML

Tre-Xanh / automl

Use MLflow to make a pipeline of data preprocessing, machine learning, and predicting. Can do mlflow serving using docker in docker (dind).

docker-in-docker dind h2o-automl mlflow

Updated May 28, 2022
Python

WajdiBenSaad / Kaggle_Customer_Transation_Prediction

My Final Submission for the 'Santander Customer Transaction Prediction'. I have participated in this very tough and interesting competition on Kaggle a while ago and I finally got the time to put all the work together in this Repo.

python data-science analytics exploratory-data-analysis jupyter-notebook kaggle banking lightgbm r-language predictive-modeling customer-analytics h2o-automl

Updated Jul 10, 2019
Jupyter Notebook

SeanPLeary / unsupervised-anomaly-model-shapley-explanations

An investigation on the use of shapley explanations for unsupervised anomaly-detection models

deep-learning autoencoder anomaly-detection unsupervised-machine-learning h2o-automl shapley-values

Updated Sep 2, 2019
HTML

WilliamRappel98 / ce3-h2o

Files for compiling my presentation about H2O.ai.

python machine-learning cloud r statistics h2o cross-validation grid-search automl h2oai masters h2o-framework h2o-automl

Updated Jan 28, 2023
HTML

fvildoso / databases-trikis

Este proyecto "databases-trikis" es una aplicación que utiliza SQLAlchemy, Redis y H2O.

mysql redis sqlalchemy databases mariadb python3 h2o-automl

Updated Nov 30, 2023
Python

baotramduong / Life-Expectancy-Prediction-with-H2O-AutoML

We will leverage population's information on immunization, mortality, social- economic and other health related factors and use Automatic Machine Learning H2O AutoML to make prediction on life expectancy of a certain population. We will also use Variable Importance Plot, Partial Dependence Plot, and SHAP Summary Plot to explain how each of our f…

data-science machine-learning data-analysis multivariate-regression h2o-automl

Updated Oct 9, 2021
Jupyter Notebook

csuoc / Final_project_Uresens

Final project of the Data Analytics bootcamp. Ironhack Barcelona. December 2022

mysql python machine-learning plotly pandas h2o-automl streamlit

Updated Jan 9, 2024
Python

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