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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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Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #553 · 02/05/2025, 06:08 PM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.5 - Codename: #Pong - Released: 5/2/25 🔽 Download: Here | Mirror 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - switched to a different tree - clean flash recommended ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - @Ghosuto7 for trees - Fabian for PA Glyph Implementation 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #524 · 01/23/2025, 08:38 AM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.4 - Codename: #Pong - Released: 23/1/24 🔽 Download: [ Here ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - updated to NOS V3.0-250113-1723 ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps - IF CLEAN FLASHING MAKE SURE TO REMOVE SCEEEN LOCK FROM PREVIOUS ROM 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #502 · 12/30/2024, 01:59 PM

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Pixelage Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.3 - Codename: #Pong - Released: 30/12/24 🔽 Download: [ Here ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - official build ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #497 · 12/21/2024, 04:37 PM

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Pixelage | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.3 - Codename: #Pong - Released: 12/12/24 🔽 Download: [ Here | sourceforge ] (Sideload/Flash via orangefox recovery) 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Source Changelogs: Here 🔖 Tags : #ROM#AOSP#pixelage#V#qpr1 ✨ Changelogs - qpr1 ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - gapps inbuilt, don't flash gapps 🏆 Credits - Chandu for base DT - Hellboy for Meteoric kernel - Fabian for PA Glyph Implementation - Testers: @Devasee@notnaito 😎 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#rom#aosp#pixelage#v#qpr1
Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #633 · 06/12/2025, 11:27 AM

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Pixelage - Official | Android 15 | Nothing Phone (2) ✍️ Details: - Version: 2.8 - Codename: #Pong - Type: #Gapps - Released: 10/6/25 🔽 Download: Here | Mirror 🆘 Support : Here ⚙️ Installation: Here 📸 Screenshots: Here ✨ Changelogs: Here 🔖 Tags : #ROM#AOSP#Pixelage#V#QPR2#Official ✍️ Note: - Meteoric kernel is baked in with prepatched KSU - Gapps inbuilt, don't flash gapps 🏆 Credits - @Ghosuto7 for trees - Hellboy & Fabian for PA Glyph Implementation 👤 Maintainer : @Drishal 🔔 Updates : @NothingPhone2Updates 💬 Chat : @NothingPhone2

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#pong#gapps#rom#aosp#pixelage#v#qpr2#official