awesome-fastai
github.com/tmabraham/awesome-fastai ↗A curated list of awesome fastai projects/blog posts/tutorials/etc.
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me natural language processing resources from awesome-fastai"
Installation instructions →What's inside
Libraries
- AdaptNLPNatural Language Processing
a high-level framework and library for running, training, and deploying state-of-the-art NLP models for end-to-end tasks
- blurrNatural Language Processing
a library that integrates HuggingFace Transformers with version 2 of the fastai framework
- faimed3dMedical Imaging
extension to fastai for volumetric medical data
- fastai_minimaFastai extensions
minimal fastai code needed for working with pytorch
- fastai_ulmfitNatural Language Processing
a library for pretraining, fine-tuning and training a ULM-FiT classifier
- fastaudioOther libraries
an audio module for fastai v2
Kaggle Notebooks
Github Repositories
- EagerAI/fastai
an R interface for fastai
- fastai-batch-size-finder
Implementation of OpenAI paper "An Empirical Model of Large-Batch Training" for fastai v2.
- FastAI.jl
a version of the fastai libary for the Julia language
- fastbook
the Jupyter notebooks for the current edition of fastai book and course.
- fast_tabnet
TabNet (SOTA neural network for tabular data) for fastai
- imagenette
a smaller subset of 10 easily classified classes from Imagenet, useful for quick prototyping.
Articles
- fastai: A Layered API for Deep Learning
- fastai and the New DataBlock API by Zach Mueller
- fastai models to torch.jit by Habib Bukhari
- Keypoint regression with heatmaps in fastai v2 by Elte Hupkes
- Pytorch to fastai, Bridging the Gap by Zach Mueller
- Speeding Up fastai2 Inference - And A Few Things Learned by Zach Mueller
And A Few Things Learned by Zach Mueller
Other links
- fast.ai course
the fastai deep learning course.
- fastaidocs
a great set of cheatsheets for the fastai v2 API.
- fastpages
An easy to use blogging platform with extra features for Jupyter Notebooks. A great blogging platform for you to share your fastai journey!
- nbagile
making nbdev compatible for agile frameworks and developments
- nbdev
Create delightful python projects using Jupyter Notebooks. fastai v2 is built with nbdev.
- nbverbose
An inplace extension on fastai's nbdev library to support documenting inputs
Community
Showing a sample of 51 resources. View the full list on GitHub →