Skip to content

READING LIST

  • About
  • Archived Links

Christopher Rackauckas

Trade-Offs in Automatic Differentiation: TensorFlow, PyTorch, Jax, and Julia

stochasticlifestyle.com
2025-12-302021-12-25 by Christopher Rackauckas
trade-offs-in-automatic-differentiation:-tensorflow,-pytorch,-jax,-and-julia

To understand the differences between automatic differentiation libraries, let’s talk about the engineering trade-offs that were made. I would personally say that none of these libraries are “better” than another, they simply all make engineering trade-offs based on the domains … Read more

Categories Trade-Offs

Useful Algorithms That Are Not Optimized by Jax, PyTorch, or TensorFlow

stochasticlifestyle.com
2025-12-302021-07-21 by Christopher Rackauckas
useful-algorithms-that-are-not-optimized-by-jax,-pytorch,-or-tensorflow

In some previous blog posts we described in details how one can generalize automatic differentiation to give automatically stability enhancements and all sorts of other niceties by incorporating graph transformations into code generation. However, one of the things which we … Read more

Categories Useful

Recent Posts

  • No Man Is an Island
  • Ideas aren’t getting harder to find, anyone who tells you otherwise is a coward
  • Show HN: Carrier-Explode: iPhone, Pixel and Galaxy carrier settings decoded
  • TypeSafe a Raises $870M at a $7.5B
  • Germany transforms former coal mines into Europe’s largest lake landscape

Recent Comments

    © 2026 READING LIST