2 ms·
I like the "AI for humans" series, by Jeff Heaton. It's a series of books plus some code examples that can be found here: https://github.com/jeffheaton/aifh ht
by partycoder 9y ago
I like the "AI for humans" series, by Jeff Heaton.
It's a series of books plus some code examples that can be found here:
https://github.com/jeffheaton/aifh https://github.com/jeffheaton/aifh
For python, no libraries other than numpy are used in the examples. Which is not production friendly, but it offers insights into the concepts which I think is a good start.
- scarlac 9y agoWhich libraries would you recommend for production use instead of numpy?
- partycoder 9y agoI would rather say in addition to numpy. Tensorflow, and the more recent CNTK may be good candidates for a production environment. Keras is a simplified interface to those. Other libraries that people have used include PyTorch and Scikit-learn. But right now Tensorflow and CNTK might be among the fastest/more scalable.