DOCS . JAX . DEV {}

Matching Content Categories {📚}

• Graphic Design
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Custom-built

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Traffic Estimate {📈}

What is the average monthly size of docs.jax.dev audience?

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


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How Does Docs.jax.dev Make Money? {💸}

The income method remains a mystery to us.

Not every website is profit-driven; some are created to spread information or serve as an online presence. Websites can be made for many reasons. This could be one of them. Docs.jax.dev might have a hidden revenue stream, but it's not something we can detect.

Keywords {🔍}

function, def, return, jax, jacobian, grad, functions, reversemode, matrix, vector, jvp, products, product, key, autodiff, check, point, type, vjps, complex, inputs, jacfwd, jacrev, tangent, python, write, efficient, forwardmode, vjp, import, evaluating, jvps, randomsplitkey, subkey, hessianvector, hessian, back, differentiation, vmap, linear, loss, wgrad, matrices, loop, matrixjacobian, works, forward, full, result, map,

Topics {✒️}

aka multi-process/multi-host jax equivalently jacobian-transpose-vector products gauss-newton vector products cauchy-riemann equations ensure vmapped matrix-jacobian products vmapped jacobian-matrix products vmapped matrix-jacobian product' vmapped jacobian-matrix product' '\nvmapped matrix-jacobian product' '\nvmapped jacobian-matrix product' complex-valued operations internally aka reverse-mode autodiff aka forward-mode autodiff hessian-vector product function random hessian-vector products evaluating vector-jacobian products evaluating jacobian-vector products vjps hessian-vector products taking vector-valued gradients distributed data loading write fast matrix-jacobian jvp-transformed function executes reverse-mode automatic differentiation differentiating scalar-valued functions forward-mode automatic differentiation multi-controller jax vector-jacobian products jacobian-vector product host offloading introduction pull-back single vectors neat autodiff ideas custom data types matrix-jacobian products jacobian-matrix products real-valued loss functions fast jacobian-matrix matrix-jacobian product vector-valued gradients reverse-mode composing vjps fixed-points estimating hot tangent vector vector-matrix multiplies training neural networks vector-valued arguments jacobian pre-accumulation functional differential geometry reverse-mode autodiff nested lists/dicts/tuples full jacobian matrix forward-mode autodiff

Questions {❓}

• What about VJPs?
• What about convenience wrappers like grad, jacfwd, and jacrev?
• What’s with the negatives?

External Links {🔗}(20)

• Income figures for https://github.com/jax-ml/jax
• https://colab.research.google.com/github/jax-ml/jax/blob/main/docs/notebooks/autodiff_cookbook.ipynb's revenue stream
• How much revenue does https://kaggle.com/kernels/welcome?src=https://github.com/jax-ml/jax/blob/main/docs/notebooks/autodiff_cookbook.ipynb generate?
• How much does https://mitpress.mit.edu/9780262028967/structure-and-interpretation-of-classical-mechanics pull in monthly?
• What's the financial gain of https://mitpress.mit.edu/9780262019347/functional-differential-geometry?
• How much does https://github.com/jax-ml/jax/issues/446#issuecomment-467105048 make?
• What's the financial outcome of https://en.wikipedia.org/wiki/Truncated_Newton_method?
• What are the total earnings of https://arxiv.org/abs/1406.2572?
• What's the profit of https://arxiv.org/abs/1811.07062?
• What is the earnings of https://arxiv.org/abs/1706.04454?
• What is the earnings of https://arxiv.org/abs/1802.03451?
• How much profit does https://en.wikipedia.org/wiki/Pushforward_(differential) generate?
• How much does https://wiki.haskell.org/Type_signature pull in monthly?
• How profitable is https://en.wikipedia.org/wiki/Pullback_(differential_geometry)?
• What are the total earnings of http://videolectures.net/deeplearning2017_johnson_automatic_differentiation/?
• Revenue of https://github.com/jax-ml/jax#auto-vectorization-with-vmap
• How much profit does https://github.com/hips/autograd make?
• What are the total earnings of https://github.com/HIPS/autograd/blob/96a03f44da43cd7044c61ac945c483955deba957/autograd/differential_operators.py#L60?
• Revenue of https://en.wikipedia.org/wiki/Holomorphic_function
• Learn how profitable https://en.wikipedia.org/wiki/Cauchy%E2%80%93Riemann_equations is on a monthly basis

Libraries {📚}

• Bootstrap
• Clipboard.js
• Typed.js

Emails and Hosting {✉️}

Mail Servers:

• aspmx.l.google.com
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• alt2.aspmx.l.google.com
• aspmx2.googlemail.com
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Name Servers:

• ivan.ns.cloudflare.com
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CDN Services {📦}

• Jsdelivr