Zhongdi Chu's repositories
interpretable-ml-book
Book about interpretable machine learning
fastai
The fastai deep learning library
fastbook
The fastai book, published as Jupyter Notebooks
scikit-learn
scikit-learn: machine learning in Python
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
keract
Activation Maps (Layers Outputs) and Gradients in Keras.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
UNet-family
Paper and implementation of UNet-related model.
theMLbook
The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.
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。
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
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.
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
retina-unet
Retina blood vessel segmentation with a convolutional neural network