From 8be3d1aca714e44855715e404d6df6080e024bc4 Mon Sep 17 00:00:00 2001 From: mavenlin Date: Thu, 4 Jan 2024 22:31:43 +0800 Subject: [PATCH 1/2] add logo --- autofd.svg | 47 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) create mode 100644 autofd.svg diff --git a/autofd.svg b/autofd.svg new file mode 100644 index 0000000..52fb0dc --- /dev/null +++ b/autofd.svg @@ -0,0 +1,47 @@ + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file From 081838165fda6c1241fcee1708e0bc72fe8a31f3 Mon Sep 17 00:00:00 2001 From: mavenlin Date: Thu, 4 Jan 2024 22:39:02 +0800 Subject: [PATCH 2/2] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 5b161b7..d816736 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,7 @@ # Automatic Functional Differentiation in JAX + + **TLDR:** We implemented automatic **functional differentiation** (as in variational calculus) in JAX, one can do `g=jax.grad(F)(f)` to get the derivative of the functional `F` at function `f`, where `g` is itself a callable python function. ## Installation and Usage