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 51–75 of 10033 papers

Title	Date	Tasks	Status	Hype
CrypTen: Secure Multi-Party Computation Meets Machine Learning	Sep 2, 2021	BIG-bench Machine LearningGPU	CodeCode Available	2
CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks	May 25, 2021	BIG-bench Machine LearningCode Classification	CodeCode Available	2
Measuring Coding Challenge Competence With APPS	May 20, 2021	BIG-bench Machine LearningCode Generation	CodeCode Available	2
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020	Apr 20, 2021	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	2
TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption	Apr 7, 2021	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	2
hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices	Mar 9, 2021	BIG-bench Machine LearningDiagnostic	CodeCode Available	2
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning	Mar 2, 2021	BIG-bench Machine LearningImage Retrieval	CodeCode Available	2
Therapeutics Data Commons: Machine Learning Datasets and Tasks for Drug Discovery and Development	Feb 18, 2021	BIG-bench Machine LearningDrug Discovery	CodeCode Available	2
Spark NLP: Natural Language Understanding at Scale	Jan 26, 2021	BIG-bench Machine LearningNatural Language Understanding	CodeCode Available	2
PyHealth: A Python Library for Health Predictive Models	Jan 11, 2021	BenchmarkingBIG-bench Machine Learning	CodeCode Available	2
Distribution-Free, Risk-Controlling Prediction Sets	Jan 7, 2021	BIG-bench Machine LearningClassification	CodeCode Available	2
Connections between Relational Event Model and Inverse Reinforcement Learning for Characterizing Group Interaction Sequences	Oct 19, 2020	BIG-bench Machine LearningReinforcement Learning (RL)	CodeCode Available	2
A Tensor Compiler for Unified Machine Learning Prediction Serving	Oct 9, 2020	BIG-bench Machine LearningCPU	CodeCode Available	2
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients	Oct 4, 2020	BIG-bench Machine Learning	CodeCode Available	2
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice	Jul 30, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	2
FedML: A Research Library and Benchmark for Federated Machine Learning	Jul 27, 2020	BIG-bench Machine LearningDistributed Computing	CodeCode Available	2
Attacking and Defending Machine Learning Applications of Public Cloud	Jul 27, 2020	Adversarial AttackBIG-bench Machine Learning	CodeCode Available	2
MLJ: A Julia package for composable machine learning	Jul 23, 2020	BIG-bench Machine Learning	CodeCode Available	2
Monitoring and explainability of models in production	Jul 13, 2020	BIG-bench Machine Learning	CodeCode Available	2
Frugal Optimization for Cost-related Hyperparameters	May 4, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	2
Deep Learning for Time Series Forecasting: Tutorial and Literature Survey	Apr 21, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	2
ktrain: A Low-Code Library for Augmented Machine Learning	Apr 19, 2020	BIG-bench Machine LearningClassification	CodeCode Available	2
Geomstats: A Python Package for Riemannian Geometry in Machine Learning	Apr 7, 2020	BIG-bench Machine LearningClustering	CodeCode Available	2
Machine Learning in Asset Management—Part 2: Portfolio Construction—Weight Optimization. The Journal of Financial Data Science	Mar 26, 2020	ArticlesAsset Management	CodeCode Available	2
TensorFlow Quantum: A Software Framework for Quantum Machine Learning	Mar 6, 2020	BIG-bench Machine LearningMeta-Learning	CodeCode Available	2

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Benchmark Results

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