Discover fastai/workflows Open Source project by fast.ai (@fastai)

The fastai book, published as Jupyter Notebooks

25,683

fastbook

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

20,840

numerical-linear-algebra

courses

course-v3

The 3rd edition of course.fast.ai

Create delightful software with Jupyter Notebooks

4,906

nbdev

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

4,760

fastpages

A Code-First Introduction to NLP course

3,513

course-nlp

The fast.ai course notebooks

3,393

course22

Hackers' Guide to Language Models

2,173

lm-hackers

Simple and flexible progress bar for Jupyter Notebook and console

1,671

fastprogress

Python supercharged for the fastai library

1,079

fastcore

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

899

imagenette

Deep Learning for Coders, 2020, the website

897

course20

Temporary home for fastai v2 while it's being developed

843

fastai2

fast.ai early development experiments

643

fastai_dev

Getting started with diffusion

636

diffusion-nbs

A delightful and complete interface to GitHub's amazing API

583

ghapi

Swift for TensorFlow's high-level API, modeled after fastai

514

swiftai

Please use fastbook's /clean folder instead of this

459

course-v4

447

course22p2

course.fast.ai 2022 part 2

imagenet-fast

nbdev_template

Template for nbdev projects

Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program

286

numerical-linear-algebra-v2

Documentation for Ross Wightman's timm image model library

265

timmdocs

A template for really easy blogging with GitHub Pages

264

fast_template

Create publication-quality books from Jupyter notebooks

243

fastdoc

fastsetup

fastdiffusion

Notes and plans for fastdiffusion course

OLD REPO - PLEASE USE fastai/fastai

197

fastai_old

178

docker-containers

Docker images for fastai

Notebooks for upcoming fastai book (draft / incomplete)

170

book_nbs

A fast way to turn your python function into a script

166

fastscript

CSS

164

word-embeddings-workshop

This contains materials for the word embeddings workshop

AWS EC2 computer management for regular folks

123

fastec2

Execute a jupyter notebook, fast, without needing jupyter

121

execnb

v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.

107

fastai1

Fit your tensorflow model using fastai and PyTorch

tf-fit

A queue service for quickly developing scripts that use all your GPUs efficiently

fastgpu

A bit of extra usability for sqlalchemy.

fastsql

nbdev-template

Information for readers of the fastai book

book.fast.ai

A simple wrapper over `pydot` and `graphviz` which fixes some sharp edges

fastdot

Process and export Jupyter Notebooks fast (Jupyter not required)

nbprocess-old

Kaggling for fast kagglers!

fastkaggle

demos for PyBay talk: Using Randomness to make code faster

randomized-SVD

Research repo for code that may or may not end up in fastai3

fastai3

A minimal template for creating a pypi package

pypi_template

Easily download, verify, and extract archives

fastdownload

The fastai book, 2nd edition (in progress)

fastbook2e

Demo bear classifier with fastai and Voila

fastforest

A forest that is fast

C++

dotfiles

Vim Script

nbdev-vscode

TypeScript

bear_voila

A minimal Python kernel so you can run Python in your Python

tinykernel

Simplified installation of WireGuard server for Ubuntu

wireguard-fast

Minimal JS interface to an image classifer

tinypets

much faster nbstripout and autotrust notebooks local git configuration

fastai-nbstripout

Website for Practical Deep Learning for Coders 2022

course22-web

fastai-docs

Documentation for fastai

A miniture AI training framework for PyTorch

minai

Draw, modify, and execute graphs using a simple python dict interface

pagegraph

Make your own mask. My mask protects you. Your mask protects me.

masks4all

fast.ai APL study group notes

apl-study

Get packages onto your conda channel faster

fastconda

Tools to make git easier to use and to avoid the learning curve

git-tools

Use GitHub Actions to send a tweet when you make a new release

tweetrel

A fastcgi handler for Python's `socketserver` classes

fastcgi

Setup a paperspace instance for fastai

paperspace-setup

DEPRECATED--all functionality moved to nbdev

fastrelease

An easy way to start a python programming environment using GitHub Codespaces.

fastpy

fastcups

Materials for "Write, Document, Test and Distribute Python Packages With Jupyter & Quarto", JupyterCon 2023.

jupytercon-2023

The fast.ai data ethics course

ethics.fast.ai

Check local static links and online links fast and in parallel

fastlinkcheck

Web site source for Practical Deep Learning for Coders (2018)

dlcert2

find the optimal rotation to correct skewed photos

Str8Pix

nbdev docs lookup for a few libraries and python itself

nbdev-index

Deep learning certificate part 1

dlcert1

cards_deck

A minimal example of nbdev based on Allen Downey's Think Python 2nd Ed

Document parameters using comments

docments

nbdev2

Temporary repo for nbdev2

conda packages for spacy and deps

spacy_conda

hugo-mathjax

Hugo with goldmark-mathjax

A simple GitHub webhook server

fastwebhook

wandbfastai

A sample of how to create a deck of cards lib using nbdev

nbeverything

nbdev-jekyll-theme

CSS

nbdev_cards

A demo of how to create a Hugging Face Space with gradio within a nbdev project.

nbdev-demo

nbdev-spaces-demo

Wrapper for plum dispatch to make it more compatible with fastcore's typedispatch

fastdispatch

A CLI tool for showing GitHub events, written with Rich

tanishq_blog

CSS

ghtop-demo

Demo of Weights & Biases documentation using nbdev

docs

wandb-nbdev

nbdev-hello-world

Hello world from nbdev

Logos for fastai for use in websites, icons, etc.

logos

jb-nbdev

Exploring how nbdev may integrate with JupyterBook

Simple approach to getting the Caddy web server

100

getcaddy