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.
Jupyter NotebookApache-2.0
Issues
- 0
h2o cluster shutdown abnormally during split_frame operation without any error message.
#16128 opened by abdullahmansoor - 3
Upgrade com.fasterxml.jackson.core to version 2.15
#16115 opened by seanlewis08 - 5
GBM algorithm with H2O AutoML fails on small dataset
#16127 opened by magrenimish - 0
hadoop test fails on export test on hdfs path
#16110 opened by krasinski - 0
CVE-2024-25710 [ ticket 107644]
#16112 opened by joelvargasapo - 0
Gave warning if GAM bs=2 (I-spline/monotone spline) but parameter non_negative is not set to TRUE.
#16116 opened by wendycwong - 4
GAM not providing monotonic output.
#16125 opened by wendycwong - 0
Add write permission check for as_data_frame conversion to pandas frame before allowing multi-thread.
#16126 opened by wendycwong - 7
Memory error: tackedEnsemble supports contribution calculation only with a background frame.
#16123 opened by MoonCapture - 0
3.46.0.1 Release Notes
#16104 opened by hannah-tillman - 0
Isolation forest and extended isolation forest not working with mojo and generic model
#16120 opened by wendycwong - 6
h2o.H2OFrame.as_data_frame() leads to OSError
#16045 opened by RoelVerbelen - 0
Add git user info into all release pipelines
#16113 opened by valenad1 - 0
Fix SNYK-JAVA-COMNIMBUSDS-6247633 issue
#16102 opened by valenad1 - 2
Plotting H2O Decision Trees in R
#16090 opened by dmresearch15 - 1
CVEs for Sparkling Water CVE-2023-2976
#16086 opened by arunaryasomayajula - 1
CVEs for Sparkling Water CVE-2023-36478
#16087 opened by arunaryasomayajula - 1
One-Class Classification to detect anomaly or not
#16089 opened by dmresearch15 - 2
xgboost extension fails to initialize on JDK 17 due to attempt to use reflection to load native library
#16060 opened by ispringer - 0
- 0
fix pyunit_ice_plot.py error.
#16098 opened by wendycwong - 0
DRF more distribution types support
#16100 opened by maurever - 0
- 1
Increase run time for Java 8 Core unit
#16084 opened by wendycwong - 0
Improve perRow metric calculation
#16074 opened by maurever - 0
Address CVE-2023-35116 in h2o-steam.jar
#16067 opened by mn-mikke - 0
fix intermittent test failure: Java 8 AutoML JUnit / ai.h2o.automl.AutoMLTest.test_algos_have_default_parameters_enforcing_reproducibility
#16088 opened by wendycwong - 0
- 0
- 0
Add newer R versions on jenkins for automated tests
#16073 opened by tomasfryda - 0
Reimplement the explain function to support uplift models
#16065 opened by maurever - 0
The explain function is not working with UpliftDRF model
#16063 opened by maurever - 1
h2o 3.44.0.3 does not support JDK/Java 21
#16066 opened by ispringer - 0
UpliftDRF MLI - Implement Shapley values
#16062 opened by maurever - 0
Rename loglikelihood to negative_loglikelihood when it actually means the -log(likelihood)
#16059 opened by wendycwong - 0
- 0
UpliftDRF - fix find best split point
#16052 opened by maurever - 0
- 0
Add git user info into release pipeline
#16050 opened by mn-mikke - 0
Add GBLinear grid step to AutoML but keep it out of default AutoML behavior
#16033 opened by tomasfryda - 0
Fix H2OFrame.isin
#16043 opened by tomasfryda - 0
UpliftDRF - Cross validation, add more metrics
#16046 opened by maurever - 1
Upgrade com.fasterxml.jackson.core to version 2.15
#16044 opened by wendycwong - 2
get_params() not working with XGBoost and gridsearch
#16042 opened by wendycwong - 0
Installation docs lacking for dist / h2o-docs
#16038 opened by DieterDP-ng - 0
AstMatch does not work with multinode
#16036 opened by maurever - 0
Random errors in R tests on jenkins
#16030 opened by tomasfryda - 1
- 1
- 1
Remote Code Execution Vulnerability - CVE-2023-6016
#16024 opened by asedaghat