DOCS . JAX . DEV {}

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• Family & Parenting
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Custom-built

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🚀 Good Traffic: 50k - 100k visitors per month


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How Does Docs.jax.dev Make Money? {💸}

We can't figure out the monetization strategy.

Many websites are intended to earn money, but some serve to share ideas or build connections. Websites exist for all kinds of purposes. This might be one of them. Docs.jax.dev might be earning cash quietly, but we haven't detected the monetization method.

Keywords {🔍}

pytree, jax, pytrees, key, leaf, leaves, function, jaxtreemap, tree, array, object, nodes, common, def, structure, type, class, lists, argument, path, parameters, node, functions, return, types, children, custom, params, input, dicts, import, values, sequencekeyidx, jaxtreemaplambda, arguments, special, flattened, considered, container, jaxtreeutil, keys, define, data, paths, treek, mytree, working, arrays, section, python,

Topics {✒️}

user-defined pytree objects reader-friendly string expression simple multi-layer perceptron explicit key paths mistaking pytree nodes stochastic gradient descent ml model parameters common pytree gotchas reader-friendly expression initial model parameters broadly applicable options takes key paths express key paths custom pytree nodes typing import namedtuple pytree comprising nodes considered internal nodes returns key paths custom pytree classes jax function transformations n-ary function custom tree_unflatten function common “gotchas” jit-wrapped function jit-ed functions unsupported operand type tree_unflatten function stays main input pytree general key path unlike namedtuple subclasses parameter update function common patterns metadata/auxiliary data jit def update default key types pytree node types pytree node type avoids calling __init__ pytree node instance jit compilation current tree definition opaque auxiliary data custom nodes pytree container registry default includes lists key paths tree_util custom pytrees f'key path primitives jax internals transposing pytrees

Questions {❓}

• What is a pytree?
• Why would you need this?

External Links {🔗}(4)

• How much does https://github.com/jax-ml/jax make?
• What's the financial outcome of https://en.wikipedia.org/wiki/N-ary?
• Find out how much https://en.wikipedia.org/wiki/Multilayer_perceptron earns monthly
• What's the financial intake of https://docs.python.org/3/glossary.html#term-hashable?

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