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 676–700 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
Machine Learning Simulates Agent-Based Model Towards Policy	Mar 4, 2022	BIG-bench Machine Learning	CodeCode Available	1	5
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1	5
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations	Mar 18, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	1	5
A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation	Jul 15, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Bias in Automated Speaker Recognition	Jan 24, 2022	BIG-bench Machine LearningFace Recognition	CodeCode Available	1	5
Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forecasting	Sep 15, 2020	BIG-bench Machine LearningPhysics-informed machine learning	CodeCode Available	1	5
Malware Classification Using Static Disassembly and Machine Learning	Dec 10, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1	5
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	Mar 10, 2021	BIG-bench Machine LearningDesign Synthesis	CodeCode Available	1	5
Manthan: A Data Driven Approach for Boolean Function Synthesis	May 14, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
Mapping Images to Psychological Similarity Spaces Using Neural Networks	Apr 20, 2018	BIG-bench Machine Learning	CodeCode Available	1	5
Markpainting: Adversarial Machine Learning meets Inpainting	Jun 1, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Boosting on the shoulders of giants in quantum device calibration	May 13, 2020	BIG-bench Machine LearningFew-Shot Learning	CodeCode Available	1	5
Brain Predictability toolbox: a Python library for neuroimaging based machine learning	Nov 3, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
MeLIME: Meaningful Local Explanation for Machine Learning Models	Sep 12, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	1	5
Born-Again Tree Ensembles	Mar 24, 2020	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	1	5
Advantages and Bottlenecks of Quantum Machine Learning for Remote Sensing	Jan 26, 2021	BIG-bench Machine Learningimage-classification	CodeCode Available	1	5
Bridging the gap to real-world for network intrusion detection systems with data-centric approach	Oct 25, 2021	BIG-bench Machine LearningIntrusion Detection	CodeCode Available	1	5
DriveML: An R Package for Driverless Machine Learning	May 1, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	1	5
Meta Dropout: Learning to Perturb Features for Generalization	May 30, 2019	BIG-bench Machine LearningMeta-Learning	CodeCode Available	1	5
Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning	Jun 30, 2021	BIG-bench Machine LearningStock Market Prediction	CodeCode Available	1	5
Mill.jl and JsonGrinder.jl: automated differentiable feature extraction for learning from raw JSON data	May 19, 2021	BIG-bench Machine LearningFeature Engineering	CodeCode Available	1	5
By-passing the Kohn-Sham equations with machine learning	Sep 9, 2016	BIG-bench Machine Learning	CodeCode Available	1	5
ML4Chem: A Machine Learning Package for Chemistry and Materials Science	Mar 2, 2020	BIG-bench Machine LearningModel Optimization	CodeCode Available	1	5
Cardea: An Open Automated Machine Learning Framework for Electronic Health Records	Oct 1, 2020	Automated Feature EngineeringAutoML	CodeCode Available	1	5
A Model-Driven Approach to Machine Learning and Software Modeling for the IoT	Jul 6, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	1	5

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Benchmark Results

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