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GitHub topics: algorithm-selection

hadarshavit/asf

A flexible Python library for algorithm selection

Language: Python - Size: 992 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 5 - Forks: 0

ADA-research/Sparkle

Sparkle is a Programming by Optimisation (PbO)-based problem-solving platform designed to enable the widespread and effective use of PbO techniques for improving the state-of-the-art in solving a broad range of prominent AI problems, including SAT and AI Planning.

Language: Python - Size: 862 MB - Last synced at: about 21 hours ago - Pushed at: about 21 hours ago - Stars: 7 - Forks: 3

larry-ziyue-yin/Automated-Algorithm-Selection-for-Time-series-Forecasting

Automated Algorithm Selection for Time-series Forecasting

Language: Jupyter Notebook - Size: 7.87 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 3 - Forks: 0

jakobbossek/salesperson

Algorithms to solve and features to characterise TSP problems.

Language: R - Size: 5.58 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 7

automl/AutoFolio

Automated Algorithm Selection with Hyperparameter Optimization

Language: Python - Size: 2.88 MB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 11

Jakob-Bach/Small-Portfolios

Code and text for the paper "A Comprehensive Study of k-Portfolios of Recent SAT Solvers".

Language: TeX - Size: 3.22 MB - Last synced at: 1 day ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

ISG-Siegen/lenskit-auto

An AutoRecSys Library built around LensKit. Performs automatic algorithm selection, hyperparameter optimzation and ensembling on LensKit models.

Language: Python - Size: 2.55 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

course-files/BBT4206-R-Lab7of15-AlgorithmSelection

Instructional materials (course files) for the BBT4206 course (Business Intelligence II) using R. Topic: Algorithm Selection.

Language: R - Size: 61.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

MachSMT/MachSMT

MachSMT: An ML-Driven Algorithm Selection tool for SMT Solvers

Language: Python - Size: 1.47 GB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 4

LukasFehring/HARRIS-Hybrid_rAnking_and_RegRessIon_foreSts

This repository holds the code for the paper 'HARRIS-Hybrid Ranking and Regression Forests for Algorithm Selection''

Language: Jupyter Notebook - Size: 27.5 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

srvm/nitro Fork of nitro-tuner/nitro

Nitro Autotuning Framework

Language: C++ - Size: 288 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

mukeshmk/fm-learn

Federated Meta-Learning: a concept that allows everyone to benefit from the data that is generated through machine learning libraries.

Language: CSS - Size: 1.24 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

alexandertornede/algorithm_survival_analysis

This repository holds the code for our paper "Run2Survive: A Decision-theoretic Approach to Algorithm Selection based on Survival Analysis" by Alexander Tornede, Marcel Wever, Stefan Werner, Felix Mohr and Eyke Hüllermeier.

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 4

tgbnhy/fast-kmeans

This repo holds the code, dataset, and running scripts for fast k-means evaluation

Language: Java - Size: 5.75 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 5

herilalaina/mosaic

Mosaic: MCTS-based Pipeline Optimization

Language: Python - Size: 496 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 5 - Forks: 5

xuedong/paper-reading

Papers I've been reading on machine learning (bandits, reinforcement learning, algorithm selection, optimal transport, time series, etc).

Size: 77.1 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 2

kvrigor/algosel-rl

Uses reinforcement learning to train an algorithm selection model in solving subgraph isomorphism problems.

Language: TeX - Size: 4.1 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 0

manuel-lang/Learning-to-Link

Finding the best linkage strategy for bottom up clustering algorithms - ICLR 2020.

Language: C++ - Size: 39.1 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

Related Keywords
algorithm-selection 18 machine-learning 5 recommender-system 3 algorithm-configuration 2 optimization 2 hyperparameter-optimization 2 reinforcement-learning 2 meta-learning 2 automl 2 spatial-analysis 1 pruning 1 pipeline-framework 1 lloyds 1 k-means 1 fast-kmeans 1 evaluation 1 dataset 1 automatic-machine-learning 1 survival-analysis 1 decision-theory 1 scikit-learn 1 python 1 bandit 1 convex-optimization 1 deep-learning 1 optimal-transport 1 statistics 1 time-series 1 transfer-learning 1 dissertation-material 1 subgraph-isomorphism 1 clustering 1 clustering-algorithms 1 data-driven 1 iclr2020 1 metric-learning 1 ai 1 time-series-forecasting 1 inexact-tsp-algorithms 1 r 1 traveling-salesperson-problem 1 tsp 1 data-science 1 sat-solver 1 autorecsys 1 bayesian-optimization 1 ensembling 1 random-search 1 smac3 1 automated-reasoning 1 smt 1 smt-solver 1 algorithm-selection-problem 1 combined-ranking-and-regression 1 hybrid-loss 1 performance-tuning 1 algorithm-selection-library 1 automated-machine-learning 1 federated-learning 1 federated-meta-learning 1 fm-learn 1 fmlearn 1 hyperparameter-search 1