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2019-10-09-psong

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calciumsim

Simulation of Calcium Imaging Data

cdlmri

Coupled Dictionary Learning based Multi-contrast MRI Reconstruction

compmirrors

computervision2018-19

Computer Vision 2018-19

csbdeep

Image restoration for fluorescence microscopy

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deepinterpolation

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

drl

Deep Reinforcement Learning

flowdec

TensorFlow Deconvolution for Microscopy Data

fsrcnn-pytorch

PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)

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.

hydra

HYDRA: Hybrid deep magnetic resonance fingerprinting

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

ista-net

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR20108 (Tensorflow Code)

keras-non-local-nets

Keras implementation of Non-local Neural Networks

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

ml_semantic_segmenation_nmi

mri-automap

neubias_academy_biapy

NEUBIAS Academy @Home: Interactive Bioimage Analysis with Python and Jupyter

neurofinder

benchmarking challenge for finding neurons in imaging data

onsager_deep_learning

Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"

polarmask

Code for 'PolarMask: Single Shot Instance Segmentation with Polar Representation'

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-a3c

Simple A3C implementation with pytorch + multiprocessing

qcanet

Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials