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Source channel @githubtrending · Post #15242 · Oct 23

#python#ant_colony_algorithm#artificial_intelligence#fish_swarms#genetic_algorithm#heuristic_algorithms#immune#immune_algorithm#optimization#particle_swarm_optimization#pso#simulated_annealing#travelling_salesman_problem#tsp You can use scikit-opt, a Python library offering many heuristic optimization algorithms like Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony, Immune Algorithm, and Artificial Fish Swarm Algorithm. It supports user-defined functions to customize operators, allows continuing runs from previous iterations, and accelerates computations via vectorization, multithreading, multiprocessing, and caching. GPU support is in development. It helps solve complex optimization problems such as function minimization and the Traveling Salesman Problem efficiently, with easy installation and rich examples. This saves you time and effort in implementing and tuning optimization algorithms yourself. https://github.com/guofei9987/scikit-opt

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@venturevillagewall · Post #3618 · 12/21/2024, 10:22 AM

New Wave Biotech Secures $1.25M Investment New Wave Biotech has raised $1.25M to enhance its Bioprocess Foresight software, which aids biomanufacturing innovations in scaling processes, accelerating commercialization, and promoting sustainability. The software offers bioprocess modeling, operation simulations, and economic analysis tools to optimize biomanufacturing efficiency and sustainability. Learn more at New Wave Biotech. #Biotech#Funding#Bioprocessing#Sustainability#Software#Investment#SupplyChain#Innovation#TechAnalysis#Manufacturing#Commercialization#Scale#AnalysisTools#ProcessModeling#Downstream#TechEconomic#ProcessOptimization#GlobalSupplyChain