Stevie Yeh's repositories

torch-light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

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DeepLearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系scutjy2015@163.com 版权所有,违权必究 Tan 2018.06

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IDRiD-Lesion-Segmentation

The implementation of the segmentation on retinal lesions

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IDRiD_Challenge_Mask-RCNN

The Mask RCNN's application in IDRiD(only for challenge 1)

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DataScinceJob

The job for science ,wechat

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NGS-pipeline

By study this, it won't be costly or time-consuming to customize a NGS data analysis pipeline

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gan-qp

GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint

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Sequence-Mapping-Bio

This is a code tutorial for rna or dna sequence mapping by myself-RyanYip

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The-Flask-Mega-Tutorial-zh

翻译自Miguel Grinberg的blog https://blog.miguelgrinberg.com 的2017年新版The Flask Mega-Tutorial教程

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Inpainting-with-partial-conv

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

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deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

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RNA-Seq-Teaching-O2

This repository has teaching materials for a 2 and 3-day Introduction to RNA-sequencing data analysis workshop using the O2 Cluster

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Machine-Learning-Web-Apps

Building and Embedding Machine Learning Model into a Web App(With Flask,etc)

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My-Ijulia

My Ijulia learning notebook

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Coursera-ML-AndrewNg-Notes

吴恩达老师的机器学习课程个人笔记

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the-way-to-go_ZH_CN

《The Way to Go》中文译本,中文正式名《Go 入门指南》

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generative_inpainting

Generative Image Inpainting with Contextual Attention https://arxiv.org/abs/1801.07892, demo http://jiahuiyu.com/deepfill

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ConGAN

Continious Generative Adversarial Network

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UNet-Zoo

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

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TextClassification-TF-Demo

CNN-RNN中文文本分类,基于TensorFlow

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Self-Attention-GAN-Tensorflow

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

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Eye_Mask_RCNN

Mask RCNN used for Eye dataset.Eye dataset annotation use VGG Image Annotator.

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Mask-RCNN-series

This series we'll use Mask RCNN

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Tensorflow-ObjectDetector-Dr

使用视网膜图片,自己标label,基于ssd模型训练自己的object detector

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