My solutions to assignments of CS231n: Convolutional Neural Networks for Visual Recognition course.
- k-Nearest Neighbor (kNN) solution
- Training a Support Vector Machine solution
- Implement a Softmax classifier solution
- Two-Layer Neural Network solution
- Higher Level Representations: Image Features solution
- Fully-connected Neural Network
- Batch Normalization
- Dropout
- Convolutional Networks
- PyTorch on CIFAR-10