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JAX numpy killer

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Feb 7, 2021
55:57

References: Automatic Vectorization: https://en.wikipedia.org/wiki/Automatic_vectorization Typical compiler optimizations: https://github.com/msaroufim/C-compiler-optimizations Automatic Differentiation step by step: https://marksaroufim.medium.com/automatic-differentiation-step-by-step-24240f97a6e6 JAX docs: https://jax.readthedocs.io/en/latest/index.html JAX repo: https://github.com/google/jax Range Kutta Method: https://en.wikipedia.org/wiki/Runge%E2%80%93Kutta_methods Tensorflow privacy: https://github.com/tensorflow/privacy Hasktorch: https://github.com/hasktorch/hasktorch Dex: https://github.com/google-research/dex-lang Outline Examples overview: (0:00​) Source code review: (27:36) Documentation reivew: (43:04)

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