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Deep Learning with JAX and Flax

Installing Packages

Explore how to install essential packages like JAX, Flax, pretrained Flax models, and TensorBoard. Understand setup steps for using TPUs on Google Colab and preparing your environment for neural network training and experiment tracking.

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Installing JAX

JAX can be installed from the Python Package Index (PIP) as follows:

pip install jax
Installing the jax framework

JAX is preinstalled on Google Colaboratory.

Setting up TPUs on Google Colaboratory

You’ll need to set up JAX to use TPUs on Colab. This is done by executing the following code. Ensure that you have changed the runtime to TPU by going to “Runtime” -> “Change ...