Sangsu Lee's repositories
Moducon-Docker-tf-setup
모두의연구소 2018 모두콘 '도커로 딥러닝 개발환경 올리기' 발표자료
OOD-baseline
Reproducing experiment result of 'A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks', by Hendrycks et al.(2017)
confidence-thresholding
"Learning Confidence for Out-of-Distribution Detection in Neural Networks - DeVries et al"
2sang.github.io
2sang tech blog
codeforces
codeforce solutions
cuda_by_example_vs2017
CUDA by Example, written by two senior members of the CUDA software platform team, shows programmers how to employ this new technology. The authors introduce each area of CUDA development through working examples.
dask-tutorial
Dask tutorial
deep_Mahalanobis_detector
Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".
docker-stacks
Ready-to-run Docker images containing Jupyter applications
effective-python-59
59 better ways to write python code: https://effectivepython.com/
FGSM
Fast Gradient Sign Method
Hadoop-On-Docker
Hadoop on docker
keras-applications
Reference implementations of popular deep learning models.
keras-grad-cam
An implementation of Grad-CAM with keras
markdown-notes
Markdown notes for everything - Development, ML and statistics theories, even grocery lists
Modulabs_log
Modulabs SafeAI Lab logs
oneshot-tfgpu
A little more Intuitive tool for manipulating a container for tensorflow, jupyter notebook
pytorch-CAM
Class Activation Mapping written in PyTorch.
scikit-learn
scikit-learn: machine learning in Python
tensorflow
An Open Source Machine Learning Framework for Everyone
vim-snippets
Personalized vim-snippets for me, from honza/vim-snippets