Performance-driven development (PDD). A new methodology for building systems powered by large-language models

Train fastai models faster (and other useful tools)

Code for the SWE study group

The Art of Debugging

Highly commented implementations of Transformers in PyTorch

Blog Articles covering Object Detection from Scratch using Fast AI

Source notebook code for the course, stripped of all information. Please consider puchasing the course at https://store.walkwithfastai.com

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

Getting started with diffusion

A CLI for updating code patterns in Python projects

nbdev v1 (old version)

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Repo for guide.sst.dev

Documentation Sprint for the fastai deep learning library

Docker images for fastai

Task tracking application from the React crash course

End-to-end audio deep learning with fastai

A collection of inference modules for fastai2

Materials for "Transformers from the Ground Up" at PyData Jeddah on August 5, 2021

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

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

In-place debugger for the fastai library and pytorch

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Simple and flexible progress bar for Jupyter Notebook and console

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

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

Host for https://walkwithfastai.com