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 1676–1700 of 10033 papers

Title	Date	Tasks	Status	Score
Density reconstruction from schlieren images through Bayesian nonparametric models	Jan 13, 2022	BIG-bench Machine LearningDensity Estimation	CodeCode Available	5
A Clustering-based Framework for Classifying Data Streams	Jun 22, 2021	BIG-bench Machine LearningClustering	CodeCode Available	5
Analyzing the Habitable Zones of Circumbinary Planets Using Machine Learning	Sep 17, 2021	BIG-bench Machine LearningDiversity	CodeCode Available	5
A Primer on Neural Network Models for Natural Language Processing	Oct 2, 2015	BIG-bench Machine Learning	CodeCode Available	5
Demystifying Black-box Models with Symbolic Metamodels	Dec 1, 2019	BIG-bench Machine Learning	CodeCode Available	5
A Cone-Beam X-Ray CT Data Collection designed for Machine Learning	May 12, 2019	BIG-bench Machine LearningComputed Tomography (CT)	CodeCode Available	5
Altruist: Argumentative Explanations through Local Interpretations of Predictive Models	Oct 15, 2020	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
Determining the best classifier for predicting the value of a boolean field on a blood donor database using genetic algorithms	Feb 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Deep Super Learner: A Deep Ensemble for Classification Problems	Mar 6, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Spatial Learning with Molecular Vibration	Nov 14, 2020	BIG-bench Machine LearningComputational chemistry	CodeCode Available	5
Measuring Compositionality in Representation Learning	Feb 19, 2019	BIG-bench Machine LearningRepresentation Learning	CodeCode Available	5
MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction	Jul 25, 2022	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and Gazebo	May 17, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction	Sep 4, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	5
Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic	Oct 25, 2019	Automated Theorem ProvingBIG-bench Machine Learning	CodeCode Available	5
Deep Residual Mixture Models	Jun 22, 2020	BIG-bench Machine Learning	CodeCode Available	5
A predictive analytics approach for stroke prediction using machine learning and neural networks	Mar 1, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss	Jun 6, 2021	BIG-bench Machine LearningTime Series	CodeCode Available	5
A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images	Feb 14, 2022	BIG-bench Machine LearningCell Detection	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III	Jul 19, 2019	BIG-bench Machine LearningLength-of-Stay prediction	CodeCode Available	5
Minimal Achievable Sufficient Statistic Learning	May 19, 2019	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning with Topological Signatures	Jul 13, 2017	BIG-bench Machine LearningDeep Learning	CodeCode Available	5

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Benchmark Results

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