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Source channel @githubtrending · Post #15242 · Oct 23

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#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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#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
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Suxrob Xurramov | Blog

@suxrobblog · Post #577 · 04/19/2025, 09:48 AM

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Gradient Yaqinda bir nechta dizaynerlarning ishini ko‘rgandim, background’ning har joyiga gradient berib qo‘yishgan, natijada dizayn ko‘zga yoqimsiz ko‘rinishga kelib qolgan ekan. Aslida dizaynda gradient ishlatish yaxshi. Lekin gradientni ham o‘rnida va eplab ishlatish kerak. Aksiga olib, gradientsiz holatda taqdimot qilishganda ham ko‘zga yoqimliroq ko‘rinar edi, nazarimda. Umuman olganda, UI dizaynida gradientlar bilan ishlashda o'tkir va keskin ranglardan ko‘ra, sokinlikni ifodalovchi, yumshoq va bilinmas gradientlardan foydalanish maqsadga muvofiq. Bu esa ko‘rish uchun yoqimliroq taassurot qoldiradi. — Tavsiya, gradient ustidan qora rangli matn yoki qora rangli elementlar ishlatmaslikka harakat qiling. Uni oʻrniga gradient ustiga ishlatadigan matnlaringiz boʻlsa oq rangda qoʻllashga moslashtiring. Odatda gradient bilan uning ustidagi qora ranglar chiqishmaydi, yoinki yoqimsiz koʻrinadi. @suxrobblog | #fikrlar#gradient

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The Devs

@thedevs · Post #1549 · 08/01/2019, 12:43 PM

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Gradient Magic, a gallery of fantastic and unique CSS gradients. #resources#design#gradient @thedevs https://kutt.it/LvqsXU

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Behzod Otajonov visual artist

@behzod_otajonov · Post #1942 · 04/19/2025, 09:55 AM

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Gradient Yaqinda bir nechta dizaynerlarning ishini ko‘rgandim, background’ning har joyiga gradient berib qo‘yishgan, natijada dizayn ko‘zga yoqimsiz ko‘rinishga kelib qolgan ekan. Aslida dizaynda gradient ishlatish yaxshi. Lekin gradientni ham o‘rnida va eplab ishlatish kerak. Aksiga olib, gradientsiz holatda taqdimot qilishganda ham ko‘zga yoqimliroq ko‘rinar edi, nazarimda. Umuman olganda, UI dizaynida gradientlar bilan ishlashda o'tkir va keskin ranglardan ko‘ra, sokinlikni ifodalovchi, yumshoq va bilinmas gradientlardan foydalanish maqsadga muvofiq. Bu esa ko‘rish uchun yoqimliroq taassurot qoldiradi. — Tavsiya, gradient ustidan qora rangli matn yoki qora rangli elementlar ishlatmaslikka harakat qiling. Uni oʻrniga gradient ustiga ishlatadigan matnlaringiz boʻlsa oq rangda qoʻllashga moslashtiring. Odatda gradient bilan uning ustidagi qora ranglar chiqishmaydi, yoinki yoqimsiz koʻrinadi. @suxrobblog | #fikrlar#gradient

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