PyTorch-Linear-DNN-Fundamentals
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
Projects
Here are some of my projects from my GitHub profile. This page is automatically updated from my GitHub repositories.
pytorch-imdb-sentiment-lstm
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
math-for-ml
This includes the code from the Math for Machine Learning course at Faradars.
IUST-NLP-Fall2025
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
IUST-DL-Fall2025
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