joedockrill

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

fastbook

The fastai book, published as Jupyter Notebooks

data-science-from-scratch

code for Data Science From Scratch book

gans-awesome-applications

Curated list of awesome GAN applications and demo

pigeon

🐦 Quickly annotate data from the comfort of your Jupyter notebook

hugoBasicExample

fastdoc

Create publication-quality books from Jupyter notebooks

fastsetup

Setup all the things

Deep-Learning

In-depth tutorials on deep learning. The first one is about image colorization using GANs (Generative Adversarial Nets).

fast_tabnet

TabNet for fastai

notes

Stuff I find (see issues)

Image-Caption-Generation-using-Fastai

Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content of images. Achieved 24 BLEU score for Beam search size of 5. Designed a Web application for model deployment using the Flask framework.

fastai-batch-size-finder

Implementation of OpenAI paper with Simple Noise Scale on Fastai V2

Naive-Bayes

First assignment for Data Mining. Implement Naive Bayes, preprocess data using entropy-based discretization, and validate with 10-fold cross validation.

pictionary_app

Pictionary Bot

ML_Useful_Functions

A collection of useful functions I have used in my Fast.AI research

nbdev_colab_tutorial

A tutorial for using nbdev in Google Colaboratory

cat-detector

Detect cat breed using fast.ai