George Carmichael 's starred repositories
dash-bootstrap-components
Bootstrap components for Plotly Dash
flask-music-streaming
A simple Flask app for streaming music
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
gpu_monitor
Monitor your GPUs whether they are on a single computer or in a cluster
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
fastai_dev
fast.ai early development experiments
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet-translation
Translation of VIP cheatsheets for Machine Learning Deep Learning, and Artificial Intelligence
Automated-Manual-Comparison
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
dask-tutorial
Dask tutorial
pytorch-segmentation-detection
Image Segmentation and Object Detection in Pytorch
pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.