cs231n assignment 과제 참고

<cs231n 2017 summary>

https://awesomeopensource.com/project/mbadry1/CS231n-2017-Summary

 

<cs231n assignment solutions 2017>

https://github.com/MahanFathi/CS231

https://github.com/Burton2000/CS231n-2017

https://github.com/alyssaq/cs231n-2017

 

 

 

<준비작업>

Syllabus (http://cs231n.stanford.edu/2017/syllabus.html) *유용

assignment1 (https://cs231n.github.io/assignments2017/assignment1/)

assignment2 (https://cs231n.github.io/assignments2017/assignment2/)

assignment3 (https://cs231n.github.io/assignments2017/assignment3/)

ipython tutorial ( http://aikorea.org/cs231n/ipython-tutorial/ ) *유용

 

 

 

<assignment 1-1. knn>

https://codestudyisdiff.tistory.com/1

https://boostedml.com/2018/12/solutions-to-stanfords-cs-231n-assignments-1-inline-problems-knn.html

 

 

<assignment 1-2. svm>

 

https://rchoi-19-4-2.tistory.com/131이게 훨씬 좋다. 

https://codestudyisdiff.tistory.com/11<- 이건 별로다.

 

<assignment 1-3. softmax>

https://rchoi-19-4-2.tistory.com/132

https://github.com/Curt-Park/cs231n_assignments/blob/master/2017/assignment1/softmax.ipynb

https://github.com/Curt-Park/cs231n_assignments/blob/master/2017/assignment1/cs231n/classifiers/softmax.py

 

 

<assignment 1-4. >

 

 

<assignment 1-5.> 

 

 

assignment 2-1.