Pinned Repositories
chest-xray-synthesis
Using GANs and Stable Diffusion to generate Chest Xray data points and evaluating them using convolutional classifiers.
connect4
hangman
sceneryclassifier
A scenery classifier made using a CNN in pytorch, with the help of the intel image dataset from kaggle.
smart-routes
snake-ai-dqn
A snake AI made using pygame and a deep Q algorithm written with pytorch.
sticky-notes
A sticky notes web application built using flask and vanilla javascript.
sudokusolver
tictactoe3d-deep-rl
Using NNs to approximate temporal difference learning for TicTacToe 3d (4x4x4 environment). Also included are implementations for value iteration on 3x3 tictactoe and Q learning on 4x4 tictactoe.
mdanyalmalik's Repositories
mdanyalmalik/chest-xray-synthesis
Using GANs and Stable Diffusion to generate Chest Xray data points and evaluating them using convolutional classifiers.
mdanyalmalik/snake-ai-dqn
A snake AI made using pygame and a deep Q algorithm written with pytorch.
mdanyalmalik/tictactoe3d-deep-rl
Using NNs to approximate temporal difference learning for TicTacToe 3d (4x4x4 environment). Also included are implementations for value iteration on 3x3 tictactoe and Q learning on 4x4 tictactoe.
mdanyalmalik/connect4
mdanyalmalik/hangman
mdanyalmalik/sceneryclassifier
A scenery classifier made using a CNN in pytorch, with the help of the intel image dataset from kaggle.
mdanyalmalik/sticky-notes
A sticky notes web application built using flask and vanilla javascript.
mdanyalmalik/sudokusolver