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blog.tidalcycles.org | ||
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www.stephendiehl.com
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blog.otoro.net
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| | | | | [AI summary] This article describes a project that combines genetic algorithms, NEAT (NeuroEvolution of Augmenting Topologies), and backpropagation to evolve neural networks for classification tasks. The key components include: 1) Using NEAT to evolve neural networks with various activation functions, 2) Applying backpropagation to optimize the weights of these networks, and 3) Visualizing the results of the evolved networks on different datasets (e.g., XOR, two circles, spiral). The project also includes a web-based demo where users can interact with the system, adjust parameters, and observe the evolution process. The author explores how the genetic algorithm can discover useful features (like squaring inputs) without human intervention, and discusses the ... | |
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lexi-lambda.github.io
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| | | | | [AI summary] This article is a comprehensive exploration of Haskell programming, covering its strengths, challenges, and the author's personal reflections on the language and its community. The piece delves into topics such as Haskell's type system, effect systems, and the use of libraries like lens and Text. It also addresses broader issues like the community's debates, the role of Haskell in modern software development, and the importance of type safety and abstraction in programming. The author reflects on their journey with Haskell, emphasizing the language's ability to challenge and inspire while acknowledging its imperfections. The conclusion highlights the significance of Haskell in the design space of programming languages and the author's commitment... | |
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codeincomplete.com
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| | | Personal Website for Jake Gordon | ||
