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 9501–9525 of 10033 papers

Title	Date	Tasks	Status
Differentiable Computational Geometry for 2D and 3D machine learning	Nov 22, 2020	BIG-bench Machine LearningGPU	CodeCode Available
A systematic study of the class imbalance problem in convolutional neural networks	Oct 15, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Hyperopt: A Python Library for Optimizing the Hyperparameters of Machine Learning Algorithms	Dec 12, 2013	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available
Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem	Feb 18, 2022	BIG-bench Machine LearningImage-to-Image Translation	CodeCode Available
Numerical simulation, clustering and prediction of multi-component polymer precipitation	Jul 10, 2020	BIG-bench Machine LearningClustering	CodeCode Available
Numeric Encoding Options with Automunge	Feb 19, 2022	BIG-bench Machine LearningData Augmentation	CodeCode Available
Modular Block-diagonal Curvature Approximations for Feedforward Architectures	Feb 5, 2019	BIG-bench Machine Learning	CodeCode Available
AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning	Apr 4, 2017	BIG-bench Machine Learning	CodeCode Available
nuts-flow/ml: data pre-processing for deep learning	Aug 21, 2017	BIG-bench Machine LearningDeep Learning	CodeCode Available
So2Sat POP -- A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale	Apr 7, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available
HyperStream: a Workflow Engine for Streaming Data	Aug 7, 2019	BIG-bench Machine Learning	CodeCode Available
Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data	Oct 22, 2020	AttributeBIG-bench Machine Learning	CodeCode Available
A pipeline and comparative study of 12 machine learning models for text classification	Apr 4, 2022	BIG-bench Machine LearningClassification	CodeCode Available
DiffEqFlux.jl - A Julia Library for Neural Differential Equations	Feb 6, 2019	BIG-bench Machine Learning	CodeCode Available
Do Not Trust Additive Explanations	Mar 27, 2019	Additive modelsBIG-bench Machine Learning	CodeCode Available
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning	Sep 29, 2015	BIG-bench Machine Learningreinforcement-learning	CodeCode Available
Icebreaker: Element-wise Active Information Acquisition with Bayesian Deep Latent Gaussian Model	Aug 13, 2019	Active LearningBIG-bench Machine Learning	CodeCode Available
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model	Dec 1, 2019	BIG-bench Machine LearningImputation	CodeCode Available
DICODerma: A practical approach for metadata management of images in dermatology	Feb 17, 2021	BIG-bench Machine LearningManagement	CodeCode Available
Objective discovery of dominant dynamical processes with intelligible machine learning	Jun 21, 2021	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available
AdaCliP: Adaptive Clipping for Private SGD	Aug 20, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available
BEFANA: A Tool for Biodiversity-Ecosystem Functioning Assessment by Network Analysis	Mar 21, 2022	BIG-bench Machine Learning	CodeCode Available
Retrieval of Case 2 Water Quality Parameters with Machine Learning	Dec 8, 2020	BIG-bench Machine Learningregression	CodeCode Available
Identification of Chimera using Machine Learning	Jan 16, 2020	BIG-bench Machine Learning	CodeCode Available
Lessons learned developing and using a machine learning model to automatically transcribe 2.3 million handwritten occupation codes	Jun 7, 2021	BIG-bench Machine Learning	CodeCode Available

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Benchmark Results

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