Web: https://www.reddit.com/r/datascience/comments/xfzyx5/this_is_so_clever_using_kde_and_pca_to_generate/

Sept. 16, 2022, 7:04 p.m. | /u/Syntaximus

Data Science reddit.com

[https://scikit-learn.org/stable/auto\_examples/neighbors/plot\_digits\_kde\_sampling.html#sphx-glr-auto-examples-neighbors-plot-digits-kde-sampling-py](https://scikit-learn.org/stable/auto_examples/neighbors/plot_digits_kde_sampling.html#sphx-glr-auto-examples-neighbors-plot-digits-kde-sampling-py)

​

I'm wondering if this method could be used for other generative models. Do you think it could make random faces? Or text sentences? Could it be used to augment datasets? Have you seen any other clever/simple things like this?

datascience random

Research Scientists

@ ODU Research Foundation | Norfolk, Virginia

Embedded Systems Engineer (Robotics)

@ Neo Cybernetica | Bedford, New Hampshire

2023 Luis J. Alvarez and Admiral Grace M. Hopper Postdoc Fellowship in Computing Sciences

@ Lawrence Berkeley National Lab | San Francisco, CA

Senior Manager Data Scientist

@ NAV | Remote, US

Senior AI Research Scientist

@ Earth Species Project | Remote anywhere

Research Fellow- Center for Security and Emerging Technology (Multiple Opportunities)

@ University of California Davis | Washington, DC

Staff Fellow - Data Scientist

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Staff Fellow - Senior Data Engineer

@ U.S. FDA/Center for Devices and Radiological Health | Silver Spring, Maryland

Senior Research Engineer, Applied Language

@ DeepMind | Mountain View, California, US

Machine Learning Engineer

@ Bluevine | Austin, TX

Lead Manager - Analytics & Data Science

@ Tide | India(Remote)

Machine Learning Engineer

@ Gtmhub | Indore, Madhya Pradesh, India