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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 31–40 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
Geomstats: A Python Package for Riemannian Geometry in Machine Learning	Apr 7, 2020	BIG-bench Machine LearningClustering	CodeCode Available	2	5
geomstats: a Python Package for Riemannian Geometry in Machine Learning	May 21, 2018	BIG-bench Machine LearningGPU	CodeCode Available	2	5
Foolbox: A Python toolbox to benchmark the robustness of machine learning models	Jul 13, 2017	Adversarial AttackBIG-bench Machine Learning	CodeCode Available	2	5
Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties	Nov 7, 2018	BIG-bench Machine Learning	CodeCode Available	2	5
Graph Data Augmentation for Graph Machine Learning: A Survey	Feb 17, 2022	BIG-bench Machine LearningData Augmentation	CodeCode Available	2	5
Fast inference of deep neural networks in FPGAs for particle physics	Apr 16, 2018	BIG-bench Machine LearningHigh-Level Synthesis	CodeCode Available	2	5
Towards Backdoor Attacks and Defense in Robust Machine Learning Models	Feb 25, 2020	BIG-bench Machine LearningClustering	CodeCode Available	2	5
ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification	Jan 21, 2022	BIG-bench Machine Learningimage-classification	CodeCode Available	2	5
Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations	May 19, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	2	5
FedML: A Research Library and Benchmark for Federated Machine Learning	Jul 27, 2020	BIG-bench Machine LearningDistributed Computing	CodeCode Available	2	5

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Benchmark Results

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