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Jason Ma's Projects

agn-ae icon agn-ae

Autoencoder based feature learning and classification on radio galaxies.

agn_stats icon agn_stats

Statistical study of the AGN morphology and the other physical parameters

algo icon algo

数据结构和算法必知必会的50个代码实现

cav_gcnn icon cav_gcnn

A toolbox to detect cavities in X-ray astronomical images with granular cnn.

cavdet icon cavdet

A tool to detect cavities in X-ray astronomical images

cdae-eor icon cdae-eor

EoR Signal Separation Using Convolutional Denoising Autoencoder (CDAE)

egf2ps icon egf2ps

Multi-scale elliptical Gaussian filters

gan icon gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gastrack icon gastrack

A simple tool for tracking gas motion in galaxies collision (merging).

gbt-svm icon gbt-svm

A MATLAB toolbox for Granular Binary-tree Support Vector Machine

howtocook icon howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

infogan icon infogan

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

keras-dcgan icon keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, line, point and image-level flag annotation).

lossfuncs icon lossfuncs

Something interesting on loss functions for training a NN.

mcrgnet icon mcrgnet

Morphological Classification of Radio Galaxy Network

neural-style-transfer icon neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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