Beginner Intro to Neural Networks 12: Neural Network in Python from Scratch
Handwriting generation with recurrent neural networks: https://www.cs.toronto.edu/~graves/handwriting.html
Notebook with neural net:
Pookatori and Friends Kevin MacLeod (incompetech.com)
Licensed under Creative Commons: By Attribution 3.0 License
In this video we solve the flower problem “by hand” using python, and do it interactively in jupyter notebook/IPython.
You’ll see everything from weight initialization, to the feed forward and backward passes used to train the net, to inference on some crazy types of flowers.
Also as a bonus I left in my hyperparameter (learning rate, training iterations, weight variance etc.) “dancing” for fun!
Thanks for watching. Appreciate seeing you all here still. I’m starting to work on these videos full time. Let me know what you’d like to see next!
See you in the next video,