In this repo, the content related to the NLP course of Professor Minai and Etemadi, which is from Chris Manning's course at Stanford, is placed

This is where I maintain my scientific website

A complete, step-by-step guide to building and training a sentiment analysis model on the IMDB movie review dataset. This project uses PyTorch and a Long Short-Term Memory (LSTM) recurrent neural network (RNN) to classify reviews as positive or negative

A beginner-friendly project demonstrating the core workflow (data, model, loss, optimization, training) of a deep learning model using PyTorch, applied to the fundamental task of learning a straight line

This includes the code from the Math for Machine Learning course at Faradars.

Deep Learning course exercises taught by Dr. Mohammadi during the Fall 2025 semester in the Master’s program in Artificial Intelligence at the Iran University of Science and Technology