Mark Ryan | Codex translates between Keras and fastai @markryan2475 | Uploaded 2 years ago | Updated 1 hour ago
See how OpenAI's Codex can convert a simple deep learning solution for MNIST written using the Keras framework into fastai, and vice versa.

Keras MNIST solution used as a starting point for Codex translation to fastai: github.com/PacktPublishing/Deep-Learning-with-fastai-Cookbook/blob/main/ch1/keras_sequential_api_hello_world.py

fastai MNIST solution used as a starting point for Codex translation to Keras: github.com/PacktPublishing/Deep-Learning-with-fastai-Cookbook/blob/main/ch1/mnist_hello_world.ipynb

Article on Keras to fastai translation by Codex: towardsdatascience.com/using-codex-to-translate-keras-to-fastai-8471a4596755

Deep Learning with fastai cookbook: amazon.com/Deep-Learning-fastai-Cookbook-easy/dp/1800208103/ref=sr_1_1?crid=2DW26B3XW0UC8&keywords=deep+learning+with+fastai+cookbook&qid=1636313497&qsid=130-4637480-5001025&s=books&sprefix=deep+learning+with+fastai+cookbook%2Cstripbooks-intl-ship%2C120&sr=1-1&sres=1800208103%2CB08KG9HZ85%2C1492078190&srpt=ABIS_BOOK

Other Codex experiments:
- COBOL to JavaScript: youtu.be/2dYSMvlwFjg
- COBOL to Python: youtu.be/uTIk2fifO50
- generating JavaScript from English descriptions: youtu.be/d9sbsSA8xS4

Thanks to Codence for the intro music.