DL_Exp

Repo containing experiments and implementation of various Deep Learning works that I've studied and implemented.

Includes:

(In vanilla pytorch)

• Vanilla Transformer
• Attention with Linear biases
• Vision Transformers
• Diffusion model (DDP)

Other DL/ML work:

• Linear regression
• Logistic regression
• PCA
• SGD classifier
• Perceptron
• SVM
• Gradient Descent
• Backpropagation
• CNN (in C++ using tiny-dnn) for Traffic Sign Classification