17 results found Sort:

h2oai
h2o-3 h2oai
2.0k
7.0k
apache-2.0
387
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-Me...
r gbm gpu h2o pca java spark automl hadoop python big-data h2o-automl opensource distributed naive-bayes data-science deep-learning random-forest machine-learning ensemble-learning
Created 2014-03-03
32,554 commits to master branch, last one 3 days ago
szilard
benchm-ml szilard
334
1.9k
mit
148
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 algor...
r h2o spark python xgboost data-science deep-learning random-forest machine-learning gradient-boosting-machine
Created 2015-03-28
522 commits to master branch, last one 5 years ago
h2oai
h2o-tutorials h2oai
1.0k
1.5k
unknown
273
Tutorials and training material for the H2O Machine Learning Platform
r h2o python tutorial data-science deep-learning machine-learning
Created 2015-08-05
1,031 commits to master branch, last one 7 months ago
benedekrozemberczki
awesome-gradient-boosting-papers benedekrozemberczki
155
1.0k
cc0-1.0
49
A curated list of gradient boosting research papers with implementations.
h2o xgboost adaboost boosting catboost lightgbm classifier decision-tree deep-learning random-forest machine-learning gradient-boosting xgboost-algorithm classification-tree classification-trees gradient-boosted-trees classification-algorithm gradient-boosting-machine gradient-boosting-classifier gradient-boosting-decision-trees
Created 2019-05-11
206 commits to master branch, last one 9 months ago
h2oai
sparkling-water h2oai
359
968
apache-2.0
180
Sparkling Water provides H2O functionality inside Spark cluster
h2o scala spark pyspark big-data rsparkling integration pysparkling machine-learning
Created 2014-10-13
3,889 commits to master branch, last one about a month ago
kaiwaehner
kafka-streams-machine-learning-examples kaiwaehner
306
851
apache-2.0
61
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 ...
h2o dl4j java ksql h2oai kafka keras python tensorflow open-source kafka-client deep-learning kafka-streams deeplearning4j keras-tensorflow machine-learning
Created 2017-08-16
145 commits to master branch, last one 4 years ago
jphall663
interpretable_machine_learning_with_python jphall663
207
673
unknown
42
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
h2o iml xai lime fatml python fairness data-mining data-science transparency decision-tree interpretable accountability interpretability interpretable-ai interpretable-ml machine-learning gradient-boosting-machine interpretable-machine-learning machine-learning-interpretability
Created 2018-03-14
169 commits to master branch, last one about a year ago
h2oai
h2o-meetups h2oai
208
409
unknown
226
Presentations from H2O meetups & conferences by the H2O.ai team
h2o h2oai meetups presentations
Created 2015-01-22
526 commits to master branch, last one about a year ago
h2oai
awesome-h2o h2oai
76
377
unknown
150
A curated list of research, applications and projects built using the H2O Machine Learning platform
h2o h2oai awesome awesome-list data-science deep-learning machine-learning
Created 2017-01-25
122 commits to master branch, last one about a year ago
matsuu
kataribe matsuu
15
365
apache-2.0
9
Access log profiler based on response time
go h2o log nginx apache analyzer profiler varnishncsa
Created 2014-11-10
82 commits to master branch, last one 3 years ago
jphall663
GWU_data_mining jphall663
172
237
unknown
33
Materials for GWU DNSC 6279 and DNSC 6290.
r h2o sas python data-mining text-mining data-science image-processing machine-learning image-recognition data-visualization
Created 2016-01-12
457 commits to master branch, last one about a year ago
AdrianAntico
AutoQuant AdrianAntico
43
237
agpl-3.0
10
R package for automation of machine learning, forecasting, model evaluation, and model interpretation
r h2o automl xgboost catboost lightgbm panel-data regression timeseries classification gpu-acceleration supervised-learning unsupervised-learning multiclass-classification automated-machine-learning
Created 2018-09-11
5,279 commits to master branch, last one 4 months ago
laresbernardo
lares laresbernardo
49
233
unknown
12
Analytics & Machine Learning R Sidekick
r api h2o mmm robyn automl puzzle rstats analytics marketing r-package rlanguage automation data-science visualization machine-learning predictive-modeling descriptive-statistics
Created 2018-07-18
1,839 commits to main branch, last one 24 hours ago
catboost
benchmarks catboost
47
169
apache-2.0
13
Comparison tools
gpu h2o speed kaggle quality ranking xgboost catboost lightgbm benchmark comparison regression classification
Created 2017-07-17
68 commits to master branch, last one 6 months ago
kennethleungty
End-to-End-AutoML-Insurance kennethleungty
37
74
unknown
6
An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
h2o mlops automl mlflow python fastapi streamlit h2o-automl data-science machine-learning
Created 2021-01-26
74 commits to main branch, last one 2 years ago
ForestFlow
ForestFlow ForestFlow
17
72
apache-2.0
7
ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
h2o machine-learning model-deployment
Created 2019-10-09
88 commits to master branch, last one 11 months ago
business-science
modeltime.h2o business-science
11
41
other
8
Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.
r h2o forecast modeltime r-package tidymodels timeseries forecasting time-series deep-learning machine-learning time-series-analysis
Created 2021-03-04
78 commits to master branch, last one 11 months ago