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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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Amazing Geography 🌍

@amazingeo · Post #152 · 08/31/2025, 08:12 PM

🌍 The jet stream is a powerful, high-altitude wind that circles the planet, moving weather systems and helping shape climates on different continents thousands of kilometers apart. ✨ #atmosphere⚡#winds⚡#climate⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #581 · 01/19/2026, 08:31 PM

🌍 In 2023, Cyclone Biparjoy spun over the Arabian Sea for nearly two weeks—a rare “very severe cyclonic storm” to last so long in this region, with winds impacting coasts over 1,000 kilometers apart. ✨ #cyclone⚡#disaster⚡#winds⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​