Keras vs JAX
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description Overview
Keras
Keras offers a high-level Python API for building neural networks from reusable components. Layers, models and training routines let developers express an experiment without writing every low-level operation themselves. Its modular approach supports changing parts of a network while keeping much of the surrounding workflow familiar. This makes it useful for learning deep learning and for experienc...
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JAX
Built for numerical computing and machine learning research, JAX combines a NumPy-like array interface with transformations that can be applied to functions. Automatic differentiation computes derivatives, vectorization extends computations across batches, and just-in-time compilation uses XLA to compile supported operations. The project originated at Google and supports computation on CPUs as wel...
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