h2o-automl

kennethleungty/End-to-End-AutoML-Insurance

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

SeanPLeary/shapley-values-h2o-example

Shapley Values with H2O AutoML Example (ML Interpretability)

h2oai/wave-h2o-automl

Wave App for H2O AutoML

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.

luisferreira97/autoautoml

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

michalkurka/h2o-parallel-grid-search-benchmark

Parallel Grid Search benchmark - H2O Machine Learning

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

gulabpatel/AutoML

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 Summary Plot, and LIME to explain how each of our feature input affects our model prediction.

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

navdeep-G/sdss-h2o-automl

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

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).

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.

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.

aminbenmansour/e2e-insurance-cross-sell-prediction-automl

Using a stack of powerful tools to build an End-to-End AutoML pipeline for insurance cross-sell prediction

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 feature input affects our model prediction.

berksudan/TUM-Analytics-Cup-2022-Winner-Versed-Chimpanzee

Our team (Versed Chimpanzee) came first among 340 people and 148 registered teams (119 teams did submission) in TUM Analytics Cup 2022 challenge sponsored by Siemens Advanta Consulting and organized by TUM Informatics Decision Sciences & Systems Department.

csuoc/Final_project_Uresens

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

elyorman/Energy-usage-prediction-with-H2OAutoML

Energy usage prediction with H2O AutoML

fvildoso/databases-trikis

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

SeanPLeary/unsupervised-anomaly-model-shapley-explanations

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

WilliamRappel98/ce3-h2o

Files for compiling my presentation about H2O.ai.

akh-04/Brain_Stroke_SHAP_analysis

Interpreting coefficients and results of the following models: 1. Logistic Regression 2. Random Forest 3. AutoML (H2O)

ashish-kamboj/automl

AutoML Libraries for training multiple ML models in one go with less code.

baotramduong/Bank-Term-Deposit-Marketing-Strategy-with-Automatic-Machine-Learning-H2OAutoML

Identify the characteristics of customers who more likely to respond and commit to a term deposit and use Automatic Machine Learning H2O AutoML to make prediction on whether or not a certain customer would buy a term deposit.

bchryzal/Movie-content-recommendations

Build your own Recommendation Systems !!!

codez0mb1e/donald-trump-tweets

Prediction of the Dow Jones index on Donald Trump's tweets

dhamvi01/Classification-with-H20-AutoML

Dutta-SD/PythonPrograms

A directory of common utilities and use cases, implemented in Python

gersongerardcruz/network_intrusion_detection

This is an end-to-end network intrusion detection model with H2O AutoML, Mlflow, Streamlit, and FastAPI which can classify network activities as normal or anomalous

louisowen6/Cross_Selling_Prediction

Predicting the Flight and Hotel Cross Selling in one of the biggest ticketing company in Indonesia

Mathanraj-Sharma/h2o3-demo

H2O3 example notebooks.

MuskanRaisinghani23/CreditCardApprovalPrediction

The Credit Card Approval Prediction system leverages regression models, AutoML, SHAP analysis, and advanced data visualization techniques. This comprehensive system enhances accuracy in predicting credit card approvals, showcasing a blend of sophisticated modeling, automation, and interpretability.

research-outcome/automl-sample

This repository includes sample code for AutoML tools AutoGluon, AutoKeras, AutoSklearn, H2O, PyCaret, TPOT

shimaa83/FlowML-h2oautoML

automl and flowML code in degshub