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3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

bids-examples

A set of BIDS compatible datasets with empty nifti files that can be used for testing software.

bio

Biostats

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

cs229

Stanford CS229 (Autumn 2017)

cyclegan-tensorflow-2

CycleGAN Tensorflow 2

gdl_code

The official code repository for examples in the O'Reilly book 'Generative Deep Learning'

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.

in-silico-labeling

Code for In silico labeling: Predicting fluorescent labels in unlabeled images

json-editor

JSON Schema Based Editor

json-editor-1

JSON Schema Based Editor

keras

Deep Learning for humans

lineage-mapper

Lineage Mapper Fiji plugin and MATLAB source code

lstm-unet

microsleep

supplement data

models

A collection of pre-trained, state-of-the-art models in the ONNX format

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

self-attention-gan-tensorflow

Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)

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.

talos

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

unet

unet for image segmentation