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awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

couseradl.ai

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

fastai

The fastai deep learning library

fastbook

The fastai book, published as Jupyter Notebooks

hands-on-machine-learning-book

Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow FREE Copy of Updated Version on Best Selling Python for Data Science Book O'Reily has released a FREE a copy of "Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron.

imagepy

Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy

interpretable-ml-book

Book about interpretable machine learning

keract

Activation Maps (Layers Outputs) and Gradients in Keras.

my-first-binder

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

retina-unet

Retina blood vessel segmentation with a convolutional neural network

scikit-learn

scikit-learn: machine learning in Python

themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

unet-family

Paper and implementation of UNet-related model.

uw-reproducibility-2019