Zixin Yong's repositories
CycleGAN-Tensorflow-2
CycleGAN Tensorflow 2
GDL_code
The official code repository for examples in the O'Reilly book 'Generative Deep Learning'
Lineage-Mapper
Lineage Mapper Fiji plugin and MATLAB source code
json-editor-1
JSON Schema Based Editor
models
A collection of pre-trained, state-of-the-art models in the ONNX format
talos
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
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.
unet
unet for image segmentation
Microsleep
supplement data
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
keras
Deep Learning for humans
Self-Attention-GAN-Tensorflow
Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
in-silico-labeling
Code for In silico labeling: Predicting fluorescent labels in unlabeled images
3DUnetCNN
Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
SOFTX_2018_158
Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711018301882.
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
json-editor
JSON Schema Based Editor
cs229
Stanford CS229 (Autumn 2017)
BIDS-examples
A set of BIDS compatible datasets with empty nifti files that can be used for testing software.
Bio
Biostats