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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 10033 papers

Title	Date	Tasks	Status	Hype
InterpretML: A Unified Framework for Machine Learning Interpretability	Sep 19, 2019	Additive modelsBIG-bench Machine Learning	CodeCode Available	3
MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales	Oct 20, 2018	BIG-bench Machine LearningDistributed Computing	CodeCode Available	3
Benchmarking Automatic Machine Learning Frameworks	Aug 17, 2018	Automated Feature EngineeringAutoML	CodeCode Available	3
Adversarial Robustness Toolbox v1.0.0	Jul 3, 2018	Adversarial RobustnessBIG-bench Machine Learning	CodeCode Available	3
mlpack 3: a fast, flexible machine learning library	Jun 18, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available	3
Layered TPOT: Speeding up Tree-based Pipeline Optimization	Jan 18, 2018	Automated Feature EngineeringAutoML	CodeCode Available	3
Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes	Aug 29, 2017	BIG-bench Machine LearningCPU	CodeCode Available	3
Designing and building the mlpack open-source machine learning library	Aug 17, 2017	BIG-bench Machine Learning	CodeCode Available	3
Efficient and Robust Automated Machine Learning	Dec 1, 2015	AutoMLBayesian Optimization	CodeCode Available	3
Supplementary Material for Efficient and Robust Automated Machine Learning	Jan 1, 2015	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	3

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified