fastai-dl-study repo

To Download, rest of Course 2022 Part 2

Available in April 2023.

Update Nov 11, 2022:

Fastai release stable diffusion notebooks as YouTube videos 9, 9a, 9b, 10. See "diffusion-22" folder.
Fastai has 2022 version of Part 1 and Part 2 classes from Queensland, Australia.
Note, Fastai never updated 2020 class Part 2 to go with the book published in August 2020.

Update, September 2022:

Started 2022 version of Fast.AI deep learning class.
Fastbook and fastai library folders -- updated, July 2022.

This repo was reorganized on 10/18/2021. My purpose was to consolidate my study notes from "deep-learning" repo with fastai v2 library study and fastai based apps. Github fastai/fastbook download was also refreshed. Last commit to that repo was around the end of May 2021.

My study and work products are in "fastbook" folder.
fastai v2 software is in "fastai" folder.
apps folders have my experimentations.

For Fastai Class website: see https://www.fast.ai/
For source Github repo: see https://github.com/fastai/fastbook and https://github.com/fastai/fastai

fastai-app repo, June 11, 2021 note

app1 folder -- my testing notebooks, chp 1, 2, 4, 5
fastai folder -- full fastai v2 library, for studying
fastbook folder -- full copy of book notebooks, for studying

Smaller repo size, easier to start in binder.org
Colab, one place to look for fastai notebooks.

Binder:

Add environment.yml file to root - done.
fastai20env.yml - has fastai version 2, fastcore. Need nbdev to use scripts, for converting notebooks to .py file, for documentation in notebook.

Colab:

PyTorch works with both CPU and GPU engines now.
With Colab open and logged into my account, can upload notebook from local laptop.
Exported model trained on GPU, re-export model from CPU-engine, to import/train further on CPU.