From 6635039a98633138b1625fc758d92e47fd116ae2 Mon Sep 17 00:00:00 2001 From: "Sterling G. Baird" Date: Fri, 20 Sep 2024 15:30:13 -0400 Subject: [PATCH 1/2] Update main.py.jinja with human in the loop youtube video --- src/honegumi/ax/main.py.jinja | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/honegumi/ax/main.py.jinja b/src/honegumi/ax/main.py.jinja index 64fd4033..2eb3e6e3 100644 --- a/src/honegumi/ax/main.py.jinja +++ b/src/honegumi/ax/main.py.jinja @@ -135,6 +135,8 @@ X_train = pd.DataFrame([ # Define y_train (normally the values would be supplied directly instead of calculating here) y_train = [{{ objective_function }}(row["x1"], row["x2"]{% if composition_constraint %}, row["x3"]{% endif %}{% if categorical %}, row["c1"]{% endif %}) for _, row in X_train.iterrows()] +# See https://youtu.be/4tnaL9ts6CQ for simple human-in-the-loop BO instructions + # Define the number of training examples n_train = len(X_train) {%- endif %} From 1679c040c097b9e4778f29b7ca8b8619e0f0dfa0 Mon Sep 17 00:00:00 2001 From: "Sterling G. Baird" Date: Sat, 21 Sep 2024 14:02:49 -0400 Subject: [PATCH 2/2] Update multitask.md with yt vid --- docs/curriculum/concepts/multitask/multitask.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/curriculum/concepts/multitask/multitask.md b/docs/curriculum/concepts/multitask/multitask.md index 2b938541..d66869a0 100644 --- a/docs/curriculum/concepts/multitask/multitask.md +++ b/docs/curriculum/concepts/multitask/multitask.md @@ -44,3 +44,5 @@ Check out our multitask tutorial where we apply multitask optimization to the jo Swersky K, Snoek J, Adams RP. Multi-task bayesian optimization. Advances in neural information processing systems. 2013. [🔗](https://proceedings.neurips.cc/paper/2013/hash/f33ba15effa5c10e873bf3842afb46a6-Abstract.html) Bonilla EV, Chai K, Williams C. Multi-task Gaussian process prediction. Advances in neural information processing systems. 2007. [🔗](https://proceedings.neurips.cc/paper_files/paper/2007/hash/66368270ffd51418ec58bd793f2d9b1b-Abstract.html) + +Gaussian Process Summer School: https://youtu.be/VAQRguYCoDI