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thomasthaddeus / AlgorithmSelector

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Explore our extensive Algorithms Repository, featuring a diverse range of algorithms from computational methods to data structures, cryptographic techniques, and AI. Ideal for education, research, and practical application, each algorithm is well-documented, tested, and optimized for performance and readability.

python computer-science open-source machine-learning cryptography ai algorithms optimization network-flow data-structures graph-theory game-theory data-compression computational-algorithms educational-resource
  • Updated Jun 8, 2024
  • Python

estellederrien / python-data-science

Star 5

Produire, prédire et décider grâce aux solveurs Python et Excel, aux lois de probabilité mathématiques et au Machine Learning (Recherche opérationnelle)

data-science machine-learning optimization excel linear-programming mathematics markov francais french notebooks pyomo operations-research pulp solvers mathematiques gekko probabilistic-models non-linear-optimization excel-solver rechercheopera
  • Updated Jun 8, 2024
  • Jupyter Notebook

Evolutionary-Intelligence / pypop

Star 174

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/

optimization evolutionary-algorithms global-optimization differential-evolution genetic-algorithms black-box-optimization numerical-optimization nonlinear-optimization random-search optimization-algorithms particle-swarm-optimization metaheuristics evolution-strategies continuous-optimization large-scale-optimization derivative-free-optimization gradient-free-optimization zeroth-order-optimization direct-search population-based-optimization
  • Updated Jun 8, 2024
  • Python

SciML / ModelingToolkit.jl

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Star 1.4k

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

computer-algebra optimization julia ode symbolic dde differential-equations ordinary-differential-equations sde pde dae stochastic-differential-equations delay-differential-equations symbolic-computation nonlinear-programming equation-based scientific-machine-learning sciml symbolic-numerics acausal
  • Updated Jun 8, 2024
  • Julia

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