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