hyzhak / cs231n-lecture-notes

my lecture notes of cs231n of Andrej Karpathy

cs231n-lecture-notes

My lecture notes of cs231n of Andrej Karpathy and Solutions for assignments.

Notes 📓

• Lecture 1 is just introduction so I haven't done any notes there
• Lecture 2
• Lecture 3
• Lecture 4
• Lecture 5
• Lecture 6
• Lecture 7

Solutions 🔬

• Assignment 1

  • Q1: k-Nearest Neighbor classifier DONE
  • Q2: Multiclass Support Vector Machine (SVM) DONE
  • Q3: Softmax DONE
  • Q4: Two-Layer Neural Network DONE
  • Q5: Higher Level Representations: Image Features DONE

• Assignment 2

  • Q1 Fully-connected Neural Network IN PROGRESS