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FLAX Neural Network Library: Introduction to Deep Learning with JAX

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Overview

Learn how to leverage the FLAX neural network library built on JAX through a 24-minute introductory video that walks through installation, networking flexibility, visualization techniques, and functional programming concepts. Follow along with hands-on code examples in the provided Jupyter notebook to understand key components like training states, gradients, and CLU integration. Master the fundamentals of implementing neural networks using FLAX's simple yet powerful architecture while exploring its advantages for deep learning applications.

Syllabus

Intro
Installing FLAX
Networking Flex
Visualization
TrainState
CLU
CLU Kit
Functional Programming
Gradients
Training State
Results

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