Best practices and advanced techniques for iOS and macOS development

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  Swift Talk 499 Split Pane Animations (Part 2) We profile the smoothness of our animations, using the Animations Hitches instrument with signposts to help us identify the right sections. talk.objc.io/episodes/S01E4…

  

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  Swift Talk 498 Split Pane Animations (Part 1) We build a split-pane view that can divide panes dynamically, either horizontally or vertically, with smooth animations for adding or resizing. This episode is free to watch, enjoy! 😊 talk.objc.io/episodes/S01E4…

  

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  Swift Talk 497 Building a Language Model: MLX We use Apple's MLX framework to make our neural network much faster, with shorter, cleaner code using built-in convenience functions. talk.objc.io/episodes/S01E4…

  

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  Swift Talk 496 Building a Language Model: Fixing Backpropagation We fix two mistakes with our reimplementation of

  @karpathy

  ’s micrograd, switching from a recursive to an iterative, topologically sorted approach to backpropagation. talk.objc.io/episodes/S01E4…

  

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  Swift Talk 495 Building a Language Model: Gradient Descent We make the forward pass differentiable, building a graph that backprop walks in reverse to compute gradients. Gradient descent uses those to train the network, updating weights to reduce loss. talk.objc.io/episodes/S01E4…

  

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