Planning and analyzing a 2-level full factorial design in Python
Access to the code: www.experimentaldesignhub.com...
Also check out my other blog posts related to experimental design: www.experimentaldesignhub.com/
🎓 Who I am:
I have a bachelors degree in coating science and a masters degree in material science. Currently I am doing my PhD in coatings technology. Also been passionate about teaching, I want to share my knowledge about coatings to people everywhere around the world.
Connect with me on LinkedIn 🔗🤝: / marcel-butschle-09ba79217
Or drop me an email 📧: marcel.butschle@icloud.com
Пікірлер: 14
Nice, explained very well. I like the approach to let ChatGPT write most of the code. Keep going!
@MarcelButschle
9 ай бұрын
Thank you fightchris! Highly appreciated. Yes, ChatGPT makes it extremely easy to write code. Saves a lot of time and it makes it very easy to get started also when you are less experienced.
Love your work. Thanks, your teaching is very clear even for a newby inthe subject like me.
@MarcelButschle
2 ай бұрын
Thank you! Highly appreciated feedback :)
Great video! Really valuable material. Congratulations :)
@MarcelButschle
6 ай бұрын
Thank you!
This is great, thanks for posting. I work at a startup that's extremely cheap, so having DOE capabilities in python is very cool. Would you be able to share the actual Jupyter Notebook? I couldn't find it on your site.
@MarcelButschle
5 ай бұрын
Hey, sure! If you send me an email I can send you the actual Jupyter Notebook file. marcel.butschle@icloud.com
Thank you for this video. Please, if possible how we can do doehlert design in python, Video the scientific community please.
@MarcelButschle
3 ай бұрын
Hi Mohammed, my approach is to keep it simple. I am aware that there are many different designs that can be very useful to some people but 90% of people will be fine with the combination of fractional design, full factorial design and central composite design. Therefore I am not planning to look into these „specialty designs“.
pydoe2 is not not importing well in anaconda python.. it says imp is needed but i cannot install imp in newer version of python. Can someone share what python version works for pydoe2?
@MarcelButschle
Ай бұрын
Hey, I am using python version 3.11.7 and it works fine.
@danread1217
Ай бұрын
I had this recently. Try rolling back your Python version to 3.9.19. Seems pyDOE2 hasn't been updated for some time.
@danread1217
Ай бұрын
Also, try pyDOE3. It is a recent fork of pyDOE2 and is currently being maintained.