Die Organisation fast.ai hat eine umfangreiche Präsenz auf GitHub, die sich auf Bereiche wie maschinelles Lernen und Deep Learning konzentriert. Zu den Hauptprogrammiersprachen gehören Jupyter Notebook und Python. Besonders bemerkenswert sind die Repositories wie fastai, fastbook und numerische lineare Algebra, die eine breite Palette an Lehrmaterialien und Tools bieten.
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Öffentliche Repositories
fastai
The fastai deep learning library
fastbook
The fastai book, published as Jupyter Notebooks
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
courses
fast.ai Courses
course-v3
The 3rd edition of course.fast.ai
course22
The fast.ai course notebooks
fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
course-nlp
A Code-First Introduction to NLP course
fastmac
Get a MacOS or Linux shell, for free, in around 2 minutes
lm-hackers
Hackers' Guide to Language Models
imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
course20
Deep Learning for Coders, 2020, the website
diffusion-nbs
Getting started with diffusion
fastai2
Temporary home for fastai v2 while it's being developed
fastai_dev
fast.ai early development experiments
course22p2
course.fast.ai 2022 part 2
swiftai
Swift for TensorFlow's high-level API, modeled after fastai
course-v4
Please use fastbook's /clean folder instead of this
nbdev_template
Template for nbdev projects
timmdocs
Documentation for Ross Wightman's timm image model library
imagenet-fast
Keine Beschreibung für dieses Repository vorhanden.
numerical-linear-algebra-v2
Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
fast_template
A template for really easy blogging with GitHub Pages
fastdoc
Create publication-quality books from Jupyter notebooks
fastdiffusion
Notes and plans for fastdiffusion course
docker-containers
Docker images for fastai
fastai_old
OLD REPO - PLEASE USE fastai/fastai
fastscript
A fast way to turn your python function into a script
book_nbs
Notebooks for upcoming fastai book (draft / incomplete)
word-embeddings-workshop
This contains materials for the word embeddings workshop
fastec2
AWS EC2 computer management for regular folks
fastai1
v1 of the fastai library. v2 is the current version. v1 is still supported for bug fixes, but will not receive new features.
course22-web
Website for Practical Deep Learning for Coders 2022
tf-fit
Fit your tensorflow model using fastai and PyTorch
fastgpu
A queue service for quickly developing scripts that use all your GPUs efficiently
fastsql1
A bit of extra usability for sqlalchemy v2.
book.fast.ai
Information for readers of the fastai book
fastdot
A simple wrapper over `pydot` and `graphviz` which fixes some sharp edges
fastbook2e
The fastai book, 2nd edition (in progress)
fastkaggle
Kaggling for fast kagglers!
nbprocess-old
Process and export Jupyter Notebooks fast (Jupyter not required)
randomized-SVD
demos for PyBay talk: Using Randomness to make code faster
fastai3
Research repo for code that may or may not end up in fastai3
pypi_template
A minimal template for creating a pypi package
fastdownload
Easily download, verify, and extract archives
tinypets
Minimal JS interface to an image classifer
dotfiles
Keine Beschreibung für dieses Repository vorhanden.
nbdev-vscode
Keine Beschreibung für dieses Repository vorhanden.
fastforest
A forest that is fast
tinykernel
A minimal Python kernel so you can run Python in your Python
wireguard-fast
Simplified installation of WireGuard server for Ubuntu
bear_voila
Demo bear classifier with fastai and Voila
fastai-docs
Documentation for fastai
fastai-nbstripout
much faster nbstripout and autotrust notebooks local git configuration
pagegraph
Draw, modify, and execute graphs using a simple python dict interface
apl-study
fast.ai APL study group notes
masks4all
Make your own mask. My mask protects you. Your mask protects me.
fastconda
Get packages onto your conda channel faster
fastcgi
A fastcgi handler for Python's `socketserver` classes
git-tools
Tools to make git easier to use and to avoid the learning curve
tweetrel
Use GitHub Actions to send a tweet when you make a new release
ethics.fast.ai
The fast.ai data ethics course
paperspace-setup
Setup a paperspace instance for fastai
fastpy
An easy way to start a python programming environment using GitHub Codespaces.
jupytercon-2023
Materials for "Write, Document, Test and Distribute Python Packages With Jupyter & Quarto", JupyterCon 2023.
fastrelease
DEPRECATED--all functionality moved to nbdev
k-diffusion
Karras et al. (2022) diffusion models for PyTorch
fastcups
Keine Beschreibung für dieses Repository vorhanden.
fastlinkcheck
Check local static links and online links fast and in parallel
ghtop
See what's happening on GitHub in real time
dlcert2
Web site source for Practical Deep Learning for Coders (2018)
cards_deck
A minimal example of nbdev based on Allen Downey's Think Python 2nd Ed
docments
Document parameters using comments
dlcert1
Deep learning certificate part 1
getcaddy
Simple approach to getting the Caddy web server
fastwebhook
A simple GitHub webhook server
hugo-mathjax
Hugo with goldmark-mathjax
GloVe
GloVe model for distributed word representation
nbdev_cards
A sample of how to create a deck of cards lib using nbdev
wandbfastai
Keine Beschreibung für dieses Repository vorhanden.
nbeverything
Keine Beschreibung für dieses Repository vorhanden.
nbdev-spaces-demo
A demo of how to create a Hugging Face Space with gradio within a nbdev project.
hugo
The world’s fastest framework for building websites.
nbdev-hello-world
Hello world from nbdev
fastdispatch
Wrapper for plum dispatch to make it more compatible with fastcore's typedispatch
ghtop-demo
A CLI tool for showing GitHub events, written with Rich
fastsql
Please see answerdotai/fastsql
jkernel
Jupyter Notebook / J Integration
uvws
A simple uv workspace
setuptools-conda
Build a conda package from a setuptools project
jb-nbdev
Exploring how nbdev may integrate with JupyterBook
getapt
Get tweets for a single user
latest
latest.fast.ai server
pynapl
Dyalog APL ←→ Python interface
.github
Org level Actions workflows to greet new contributors who open an issue or PR for the first time automatically
quarto-web
Quarto website
showdoc
Documentation lookup from nbdev index
ghapi-test
Testing repo for ghapi
anaconda-client
Anaconda Server Client
nb-thumb
Extract thumbnails from Jupyter notebooks
Häufige Fragen
Was entwickelt fastai auf GitHub?
fastai entwickelt eine Vielzahl von Projekten, die sich auf maschinelles Lernen und Deep Learning konzentrieren. Zu den bekanntesten Repositories gehören fastai, das eine Deep Learning Bibliothek bereitstellt, und fastbook, das als Jupyter Notebooks veröffentlicht wurde.
Welche Programmiersprachen verwendet fastai?
Die Hauptprogrammiersprachen von fastai sind Jupyter Notebook und Python. Darüber hinaus werden auch Shell, HTML, CSS und Vim Script in verschiedenen Repositories verwendet, um eine breite Palette von Anwendungen zu unterstützen.
Sind die Repositories von fastai öffentlich?
Ja, die Repositories von fastai sind öffentlich zugänglich. Dies ermöglicht es der Gemeinschaft, auf die Ressourcen zuzugreifen, zu lernen und zur Entwicklung von Projekten wie den fast.ai Kursen und anderen Tools beizutragen.
Ist diese Sichtbarkeit gewollt?
Überwache fast.ai mit RepoGuard und werde benachrichtigt, sobald ein neues öffentliches Repository auftaucht.
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