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3d-segmentation

Volumetric segmentation network

adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

auto-sklearn

Automated Machine Learning with scikit-learn

convolutional-lstm-in-tensorflow

An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow

coursera_misc

Miscellaneous codes for coursera courses

ct_lung_segmentation

Robust segmentation of lung and airway in CT scans

deep-learning-mri-ad-prediction

gaussian-mixture-model

Implementation of Gaussian mixture model using expectation maximization (EM), variational inference (VI), and Gibbs sampler (GS).

gcn

Implementation of Graph Convolutional Networks in TensorFlow

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

keras-vis

Neural network visualization toolkit for keras

lasso

Codes for Lasso with various methods

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow (python 2.7)

medical_image_transform

a set of tools to transform (translate, synthesize, reconstruct) medical images, using methods including GAN, attention, ...

neural-network-and-deep-learning

The code for the course neural network and deep learning

neuroimaging-datasets

A collection of (semi-)open neuroimaging datasets for large-scale machine learning research [keep updating!]

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

shape_toolbox

A collection of public and custom scripts used for shape analysis

spatial-transformer

Spatial Transformer Networks theano implementation

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

toy-code

A collection of toy/old codes