hengzhe-zhang
commented
1 year ago I agree that PySR is a highly successful implementation of modern genetic programming techniques. There are many positive aspects that need to be studied.
Closed Evolutionary-Intelligence closed 1 year ago
hengzhe-zhang
commented
1 year ago I agree that PySR is a highly successful implementation of modern genetic programming techniques. There are many positive aspects that need to be studied.
Evolutionary-Intelligence
commented
1 year ago It has been used by some top universities such as Harvard (e.g., the paper modeling the galaxy-halo connection with machine learning). In my opinion, (wide) real-world usages are the (really) MAIN indicator for the success of one EA (in Chinese, "实践是检验真理的唯一标准"). We should include these successful application stories in our repository, since currently GP is still application-driven (of course theory is also important).
Evolutionary-Intelligence
commented
1 year ago Furthormore, the commerical success like https://www.datarobot.com/blog/eureqa-how-a-bored-undergrads-algorithm-achieved-3000-academic-citations/ is highly desriable to be included (based on GP).
hengzhe-zhang
commented
1 year ago Thank you very much for providing these very interesting stories. I agree that these stories can inform people about the promising future of GP. I have included them in my project.
PySR, recently developed in Princeton University, should not be missed in this repository, since it has been used in many top journals and conferences such as PNAS.