Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Building AI agents, atomically

A posix script to find and watch youtube videos from the terminal. (Without API)

😎 Awesome lists about Speech Emotion Recognition

Text Tokenizer for BanglaGPT

Bengali language Tokenizer (SentencePiece)

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Code and documentation to train Stanford's Alpaca models, and generate the data.

Building a GPT-like LLM from scratch with PyTorch.

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Moment Detection in Long Tutorial Videos

Code for paper "VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos"

Tests the Black-Scholes model's performance on forecasting option call prices of a selected option chain dataset. Discusses factors such as volatility and time to expiration that affect the estimat…

Option Pricing Model with Black-Scholes, Monte Carlo and Binomial Tree Methods

Ollama Python library

Implementing DQN for different games from OpenAI gym environment

Deep Q-learning for playing flappy bird game

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Open AI Gym - Pendulum-v1 reinforcement learning (DQN, SAC)

This repo implements Deep Q-Network (DQN) for solving the Cliff Walking v0 environment of the Gymnasium library using Python 3.8 and PyTorch 2.0.1 with the finest tuning.

Fine tuning BERT for text summarization task

Code for paper Fine-tune BERT for Extractive Summarization

Artificial Intelligence project designed by UC Berkeley. Designed game agents for the game Pacman using basic, adversarial and stochastic search algorithms, and reinforcement learning concepts

500 AI Machine learning Deep learning Computer vision NLP Projects with code

Deep Q Networks