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

The fastai book, published as Jupyter Notebooks

26,176

fastbook

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

21,305

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.

4,829

fastpages

A Code-First Introduction to NLP course

3,522

course-nlp

The fast.ai course notebooks

3,414

course22

Hackers' Guide to Language Models

2,318

lm-hackers

Simple and flexible progress bar for Jupyter Notebook and console

1,756

fastprogress

Python supercharged for the fastai library

1,083

fastcore

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

961

imagenette

Deep Learning for Coders, 2020, the website

934

course20

Temporary home for fastai v2 while it's being developed

845

fastai2

fast.ai early development experiments

645

fastai_dev

Getting started with diffusion

639

diffusion-nbs

A delightful and complete interface to GitHub's amazing API

606

ghapi

course.fast.ai 2022 part 2

528

course22p2

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

471

swiftai

Please use fastbook's /clean folder instead of this

457

course-v4

446

imagenet-fast

Template for nbdev projects

302

nbdev_template

Documentation for Ross Wightman's timm image model library

290

timmdocs

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

277

numerical-linear-algebra-v2

A template for really easy blogging with GitHub Pages

269

fast_template

Create publication-quality books from Jupyter notebooks

250

fastdoc

fastsetup

fastdiffusion

Notes and plans for fastdiffusion course

OLD REPO - PLEASE USE fastai/fastai

202

fastai_old

179

docker-containers

Docker images for fastai

Notebooks for upcoming fastai book (draft / incomplete)

172

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.

111

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 v2.

fastsql1

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

Kaggling for fast kagglers!

fastkaggle

Process and export Jupyter Notebooks fast (Jupyter not required)

nbprocess-old

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

The fastai book, 2nd edition (in progress)

fastbook2e

Easily download, verify, and extract archives

fastdownload

Website for Practical Deep Learning for Coders 2022

course22-web

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

A miniture AI training framework for PyTorch

minai

Minimal JS interface to an image classifer

tinypets

much faster nbstripout and autotrust notebooks local git configuration

fastai-nbstripout

fastai-docs

Documentation for fastai

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

DEPRECATED--all functionality moved to nbdev

fastrelease

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

fastpy

paperspace-setup

Setup a paperspace instance for fastai

The fast.ai data ethics course

ethics.fast.ai

fastcups

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

jupytercon-2023

Check local static links and online links fast and in parallel

fastlinkcheck

nbdev docs lookup for a few libraries and python itself

nbdev-index

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

dlcert2

find the optimal rotation to correct skewed photos

Str8Pix

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

Simple approach to getting the Caddy web server

nbdev-demo

getcaddy

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

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

docs

ghtop-demo

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

logos

jb-nbdev

Exploring how nbdev may integrate with JupyterBook

nbdev-hello-world

Hello world from nbdev

Recipes for non-fastai projects that fastai provides packages for.

100

conda-recipes