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Algorithms

Database of algorithms and terminology related to machine learning and optimization algorithms. Join the iMath Community and submit your proposal!

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Found 43 reviews

Rating Algorithm/Method Name Scientific Area Language/Environments Target Date
- iMath Project - Optlearn Algorithm (UNIGE) Learning Python Advanced 24 Jan 2024
- iMath Project - Optlearn Algorithm (Univ Malaga) Learning Python Advanced 24 Jan 2024
- iMath Project - Optlearn Algorithm (IPB) Learning Python Advanced 24 Jan 2024
- iMath OptLearn ConceptMap based question recommender system (University of Ljubljana) Learning, Optimization Python Advanced 11 Jan 2024
- Surprise Learning Python Basic 13 Jun 2023
BiqBin Optimization C++, MatLab Advanced 23 Feb 2023
- mlRose: Machine Learning, Randomized Optimization and Search Learning, Optimization Python Basic 17 Nov 2022
2-Opt Search Algorithm for Travelling Salesman Problem Learning, Optimization Python Basic 17 Nov 2022
tsp_solver Learning, Optimization Python Basic 17 Nov 2022
- pyeasyga Optimization Python Basic 17 Nov 2022
- Manifold Learning Learning Python Advanced 19 Jul 2022
- One Hot Encoding Optimization Python Advanced 19 Jul 2022
SARIMA Optimization Python Advanced 19 Jul 2022
Containers Loading Optimization with Python Optimization Python Advanced 17 Jul 2022
Dynamic programming Optimization Basic 17 Jul 2022
- Interior point line search filter method Optimization C++ Basic 17 Jul 2022
Frank-Wolfe Algorithm Optimization Python Basic 17 Jul 2022
- Notch Filter Learning MatLab Basic 15 Jul 2022
- FIR Filter Design Learning MatLab Basic 15 Jul 2022
Find graph clique algorithm Optimization Basic 15 Jul 2022
- DIRECT Optimization MatLab, Other, Python Basic 14 Jul 2022
- Controlled Random Search Optimization MatLab, Python Basic 14 Jul 2022
XGBoost Learning Python, R Advanced 06 Jun 2022
Support Vector Machine (SVM) Learning MatLab Basic 06 Jun 2022
Random Forest Learning R Basic 06 Jun 2022
LightGBM Learning Python Advanced 04 May 2022
- Naive Bayes Learning Python Basic 03 May 2022
Clustering Learning Python Advanced 03 May 2022
Hyperparameter optimization for machine learning Learning, Optimization Python Advanced 03 May 2022
- Easy way to create machine learning models Learning Other Basic 03 May 2022
- Google OR-Tools Optimization C++, Other, Python Advanced 03 May 2022
- Linear Optimization Solver Optimization Other Basic 03 May 2022
Simplex method Optimization C, C++, MatLab, Python, R Basic 24 Apr 2022
- Powell's method Optimization C Basic 24 Apr 2022
- Local Search Learning, Optimization C++, Python Basic 22 Apr 2022
Branch-Cut-And-Price (BCP) Optimization C++, Python Basic 22 Apr 2022
Maximum flow algorithm Optimization Python Basic 22 Apr 2022
Shortest path algorithm Optimization Python Basic 22 Apr 2022
GridSearchCV Method Learning Python Advanced 22 Apr 2022
Teachable Machine Learning Other Basic 22 Apr 2022
Levenberg-Marquardt algorithm Optimization MatLab, Python, R Basic 18 Apr 2022
Convolutional Neural Network Learning Python Advanced 12 Apr 2022
Decision Tree Learning Knime Basic 12 Apr 2022