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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 33 reviews

Rating Algorithm/Method Name Scientific Area Language/Environments Target Date
- 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