Drawing inspiration from Andrej Karpathy’s iconic lecture, "Let’s Build GPT: From Scratch, in Code, Spelled Out", this project takes you on an immersive journey into the inner workings of GPT. Step-by-step, we’ll construct a GPT model from the ground up, demystifying its architecture and bringing its mechanics to life through hands-on coding.

• Updated Dec 1, 2024
• Jupyter Notebook

This project is an auto-filling text program implemented in Python using N-gram models. The program suggests the next word based on the input given by the user. It utilizes N-gram models, specifically Trigrams and Bigrams, to generate predictions.

• Updated Mar 20, 2025
• Python

• Updated Mar 10, 2018
• HTML

Solutions for Andrej Karpathy's "Neural Networks: Zero to Hero" course

• Updated Mar 3, 2024
• Jupyter Notebook

Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.

• Updated Dec 9, 2024
• Jupyter Notebook

Artificial Intelligence Course 4th Project: Implementing Bigram and Unigram models for filtering comments

• Updated Jul 22, 2021
• Python

AUT Principles and Applications of Artificial Intelligence course (Fall 2020) projects

• Updated Mar 28, 2021
• Java

It's a python based n-gram langauage model which calculates bigrams, probability and smooth probability (laplace) of a sentence using bi-gram and perplexity of the model.

• Updated Mar 21, 2022
• Python

Natural Language Processing - Part-Of-Speech Tagging

• Updated Nov 26, 2021

Very simple implementation of GPT architecture using PyTorch and Jupyter.

• Updated Apr 17, 2023
• Jupyter Notebook

NLP-persian-poet-identification

• Updated Sep 8, 2022
• Python

Implementation of lightweight transformer model for character level text generation

• Updated Jul 13, 2024
• Python

This project is meant to generate a Local Language Model based on textual input.

• Updated Jan 22, 2025
• Python

Implementation of Handwritten Text Recognition Systems using TensorFlow

• Updated Mar 15, 2024
• Python

Detection of language of a written text using bigram letter model.

• Updated May 1, 2020
• Python

A basic application with necessary steps for filtering spam messages using bigram model with python language.

• Updated Sep 29, 2018
• Python

Detect the text language automatically using a bigram model, Support Vector Machines, and Artifical Neural Networks. The model is trained using the WiLI-2018 benchmark dataset, and the highest accuracy achieved on the test dataset is 99.7% with paragraph text.

• Updated Feb 20, 2021
• Python

👨🏻‍💻 My own repository to explore LearnQuran tech product in particular -obviously- AI stuffs

• Updated Mar 8, 2020
• Jupyter Notebook

Final year major project on big data analysis of instacart dataset and finally Product Bundle Recommendation using pyspark(for clustering) and bigram for recommendation

• Updated Mar 4, 2021
• HTML

This project leverages the NLTK library and the Reuters corpus to build a next-word prediction model using bigrams and conditional frequency distributions.

• Updated Jul 3, 2024
• Jupyter Notebook