From 1e899e898e5a4afe91950ba47713951d87927c27 Mon Sep 17 00:00:00 2001 From: Amanda <25732302+AmandaRP@users.noreply.github.com> Date: Wed, 25 Oct 2023 11:59:55 -0400 Subject: [PATCH] Chapter 5 (#3) * Added chapter 5 content * Added link to chapter 3. Added additional formatting. * Final updates for meeting. --- 05_function-minimization-with-autograd.Rmd | 103 +++++++++++++++++++-- images/rosenbrock.png | Bin 0 -> 40280 bytes 2 files changed, 95 insertions(+), 8 deletions(-) create mode 100644 images/rosenbrock.png diff --git a/05_function-minimization-with-autograd.Rmd b/05_function-minimization-with-autograd.Rmd index 71ef892..4f2504d 100644 --- a/05_function-minimization-with-autograd.Rmd +++ b/05_function-minimization-with-autograd.Rmd @@ -2,23 +2,110 @@ **Learning objectives:** -- THESE ARE NICE TO HAVE BUT NOT ABSOLUTELY NECESSARY +- Apply concepts learned in the previous two chapters -## SLIDE 1 {-} +## An Optimization Classic {.unnumbered} -- ADD SLIDES AS SECTIONS (`##`). -- TRY TO KEEP THEM RELATIVELY SLIDE-LIKE; THESE ARE NOTES, NOT THE BOOK ITSELF. +**Example**: -## Meeting Videos {-} +*Rosenbrock function*: A function of two variables with minimum at $(a,a^2)$, which lies inside a narrow valley: -### Cohort 1 {-} +$$ +(a- x_1)^2 + b(x_2 - x_1^2)^2 +$$ + +
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