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datasciencepython

common data analysis and machine learning tasks using python

dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

dcgan_code

Deep Convolutional Generative Adversarial Networks

dec-keras

Deep Embedding Clustering in Keras

deep-learning-for-medical-applications

Deep Learning Papers on Medical Image Analysis

deepchem

Deep-learning models for Drug Discovery and Quantum Chemistry

deeplearning-biology

A list of deep learning implementations in biology

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningimplementations

Implementation of recent Deep Learning papers

deeplung

WACV18 paper "DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification"

deepmedic

Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

denseinferencewrapper

A python wrapper for Krähenbühls dense CRF for medical image volumes.

densenet

DenseNet implementation in Keras

dltk

Deep Learning Toolkit for Medical Image Analysis

dspp-keras

Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

eisen-core

Core functionality of Eisen

elektronn3

A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

fastai

The fastai deep learning library, plus lessons and and tutorials

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

flow

Keras implement of flow-based models

gan-mri

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

gdcm

Grassroots DICOM read-only mirror. Only for Pull Request. Please report bug at http://sf.net/p/gdcm

gradient-checkpointing

Make huge neural nets fit in memory

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hdf5_manipulator

healthcare_ml

A curated list of ML|NLP resources for healthcare.

histomicstk

A Python and REST API for Histopathology Image Analysis

horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

iciar2018

Our solution for ICIAR 2018 Grand Challenge

illumination-based-transformations-skin-lesion-segmentation

This is the code corresponding to our CVPR ISIC 2020 paper.