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adversarial-medicine

Code for the paper "Adversarial Attacks Against Medical Deep Learning Systems"

advertorch

A Toolbox for Adversarial Robustness Research

attention-gated-network

This is the rebuild of attention gated network.

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

code_adventure_2018

The notebook for 2018 code adventure

compuatational_statistics

Repository for the Computational Statistics Homewok

data_visualization

deep-learning

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

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15个章节，近20万字。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............ 版权所有，违权必究 Tan 2018.06

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

dsb2019

https://www.kaggle.com/c/data-science-bowl-2019

exploratory-data-analysis-with-r

MSDS 593

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

gancer

Generative Adversarial Networks for Computationally Efficient Radiotherapy

gasyori100knock

画像処理100本ノックして画像処理を画像処理して画像処理するためのもの For Japanese, English and Chinese

github-slideshow

A robot powered training repository :robot:

google-cloud-ncaa-ml-competition

37th place solution for Google Cloud & NCAA® ML Competition in Kaggle

google-gendered-pronoun-resolution

This repository is for Gendered Pronoun Resolution competition

in-app-purchase-competition

This repository is for the Leanplum In-app Purchase Competition

isolation-forest-from-scratch

This repository is for the implementation of isolation forest algorithm from scratch.

jigsaw-unintended-bias-in-toxicity-classification

27th Place Solution for the Jigsaw Unintended Bias in Toxicity Classification competition in Kaggle.

kaggle-house-price-prediction

kaggle-rsna

This is the repository for the Kaggle Competition RSNA

labc18

Some notebooks are stored here

leetcode

This repository is for the practice of LeetCode

markdown-portfolio