fastai adalah organisasi yang memiliki kehadiran publik yang signifikan di GitHub, dengan berbagai repositori yang terkait dengan pembelajaran mendalam dan pendidikan. Beberapa repositori penting termasuk fastai, fastbook, dan kursus yang ditulis dalam bahasa pemrograman seperti Jupyter Notebook dan Python, mencerminkan fokus mereka pada pendidikan dan pengembangan alat untuk komunitas pembelajaran mesin.
Bahasa teratas
Repositori publik
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
Tidak ada deskripsi yang diberikan untuk repositori ini.
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
Tidak ada deskripsi yang diberikan untuk repositori ini.
nbdev-vscode
Tidak ada deskripsi yang diberikan untuk repositori ini.
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
Tidak ada deskripsi yang diberikan untuk repositori ini.
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
Tidak ada deskripsi yang diberikan untuk repositori ini.
nbeverything
Tidak ada deskripsi yang diberikan untuk repositori ini.
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
Pertanyaan yang sering diajukan
Apa yang dibangun fastai di GitHub?
fastai membangun berbagai repositori di GitHub yang berfokus pada pembelajaran mendalam dan pendidikan, termasuk library fastai dan buku fastbook yang tersedia dalam bentuk Jupyter Notebooks. Ini mendukung pengguna dalam belajar dan menerapkan konsep pembelajaran mesin.
Bahasa pemrograman apa yang digunakan fastai?
fastai menggunakan beberapa bahasa pemrograman dalam repositorinya, termasuk Jupyter Notebook, Python, Shell, HTML, dan CSS. Ini memungkinkan fleksibilitas dalam pengembangan alat dan materi pembelajaran yang ditawarkan.
Apakah repositori fastai bersifat publik?
Ya, semua repositori fastai bersifat publik di GitHub. Ini memungkinkan akses terbuka bagi pengembang, peneliti, dan pelajar untuk memanfaatkan sumber daya dan alat yang mereka sediakan, mendorong kolaborasi dan inovasi dalam komunitas pembelajaran mesin.
Apakah paparan ini dimaksudkan?
Pantau fast.ai dengan RepoGuard dan dapatkan pemberitahuan saat repositori publik baru muncul.
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