From 5e91b42a4997f0dc29c7f1734a5f2fcaf24543b2 Mon Sep 17 00:00:00 2001 From: ACID Design Lab <82499756+acid-design-lab@users.noreply.github.com> Date: Fri, 7 Jun 2024 01:01:11 +0300 Subject: [PATCH] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 142137e..3088559 100644 --- a/README.md +++ b/README.md @@ -28,6 +28,8 @@ **7. Project design.** All results should be structured and systematized on GitHub for transparency and reproducibility. + ![ml-project-pipeline](https://github.com/acid-design-lab/DataCon24/assets/82499756/fe94406a-eaf2-46c0-8935-82e1fc4192ca) + ### Challenges The main challenge here is to develop **unbiased model** not limited to existing CPP structures and cell penetration mechanisms. Another challenge is to develop CPPs **for particular drug delivery system and setup**, which includes multi-property optimization (amphiphilicity, molecular weight, toxicity etc.). Finally, models should be **interpretable**, which means user should know why particular CPP demonstrates its activity, and what are the possible ways to improve it further.