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1.0k

5.2k

apache-2.0

123

A Python-embedded modeling language for convex optimization problems.

cvxpy python optimization modeling-language convex-optimization optimization-modeling numerical-optimization mathematical-optimization

Created 2013-07-01

3,506 commits to master branch, last one 6 days ago

incubator-kie-optaplanner apache

939

3.3k

apache-2.0

169

AI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.

java solver rostering scheduling constraints tabu-search local-search optimization metaheuristics branch-and-bound constraint-solver employee-rostering traveling-salesman simulated-annealing constraint-programming artificial-intelligence mathematical-optimization

Created 2011-02-15

9,000 commits to main branch, last one 2 days ago

machine_learning_refined neonwatty

596

1.6k

other

76

Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

jax numpy collab python slides autograd data-science deep-learning lecture-notes neural-network jupyter-notebook machine-learning artificial-intelligence mathematical-optimization machine-learning-algorithms

Created 2016-08-12

292 commits to main branch, last one about a year ago

incubator-kie-optaplanner-quickstarts apache

157

317

apache-2.0

49

OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.

java maven gradle kotlin solver quarkus spring-boot constraint-solver operations-research artificial-intelligence optimization-algorithms mathematical-optimization

Created 2020-08-19

431 commits to stable branch, last one 9 months ago

optapy optapy

20

266

apache-2.0

11

OptaPy is an AI constraint solver for Python to optimize planning and scheduling problems.

python np-hard python3 np-complete tabu-search local-search metaheuristics task-assignment employee-rostering simulated-annealing artificial-intelligence vehicle-routing-problem mathematical-optimization traveling-salesman-problem

Created 2021-07-15

414 commits to main branch, last one 11 months ago

awesome-optimization ebrahimpichka

26

218

unknown

6

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

awesome awesome-list optimization linear-programming convex-optimization integer-programming linear-optimization operations-research discrete-optimization mathematical-modelling stochastic-optimization mathematical-programming mathematical-optimization combinatorial-optimization integer-linear-programming

Created 2023-10-31

29 commits to main branch, last one 14 days ago

Mathematics-for-Machine-Learning-and-Data-Science-Specialization Ryota-Kawamura

106

208

unknown

4

Master the Toolkit of AI and Machine Learning. Mathematics for Machine Learning and Data Science is a beginner-friendly Specialization where you’ll learn the fundamental mathematics toolkit of machine...

calculus mathematics probability determinants linear-algebra linear-equation gradient-descent machine-learning linear-regression bayesian-statistics mathematical-optimization eigenvalues-and-eigenvectors

Created 2023-05-02

88 commits to main branch, last one 11 months ago

Uno cvanaret

14

202

mit

14

A next-gen solver for optimization with nonconvex objective and constraints. Reimplements filterSQP and IPOPT (barrier) in a modern and generic way, and unlocks a variety of novel methods. Competitive...