Pinned Repositories
ai-powered-slack-bot
The AI-Powered Slack Bot integrates OpenAI's GPT models into Slack, enabling AI-driven conversations within your workspace. Built with Python, it uses the Slack SDK and OpenAI's API to facilitate natural language interactions.
Bird-Song-Classification-Using-Spectral-Analysis-and-CNNs
Automated classification of bird species using audio spectral analysis and deep learning with CNNs. Processes bird song data to identify species with high accuracy.
CartPole-A2C-reinforcement-learning
This repository contains the implementation of the K-workers, n-step Advantage Actor-Critic (A2C) algorithm applied to the CartPole environment, as part of a reinforcement learning project for the EPFL Spring Semester 2024 course on Artificial Neural Networks and Reinforcement Learning.
EPFLLaMA
EPFLLaMA: A lightweight language model fine-tuned on EPFL curriculum content. Specialized for STEM education and multiple-choice question answering. Implements advanced techniques like SFT, DPO, and quantization.
Numerical-Methods-for-Differential-Equations
Fundamentals of scientific computing for ordinary and partial differential equations.
Optimization-For-Machine-Learning
Implementations of advanced optimization algorithms including FISTA, Mirror Descent, and Power Method, with theoretical analysis and visualizations
Pricing-of-Some-Exotic-Options
Pricing of geometric and arithmetic basket calls using monte carlo methods with control variates, and application on Equity Linked Notes.
Resume-Builder
A LaTeX-based automated system for maintaining multiple versions of your resume with different project combinations with the help of GitHub Actions
SudokuSolver
An interactive Sudoku Solver
Thermo-Mechanical-Gripper-FEM-Project
AliBakly's Repositories
AliBakly/Resume-Builder
A LaTeX-based automated system for maintaining multiple versions of your resume with different project combinations with the help of GitHub Actions
AliBakly/Pricing-of-Some-Exotic-Options
Pricing of geometric and arithmetic basket calls using monte carlo methods with control variates, and application on Equity Linked Notes.
AliBakly/CartPole-A2C-reinforcement-learning
This repository contains the implementation of the K-workers, n-step Advantage Actor-Critic (A2C) algorithm applied to the CartPole environment, as part of a reinforcement learning project for the EPFL Spring Semester 2024 course on Artificial Neural Networks and Reinforcement Learning.
AliBakly/Numerical-Methods-for-Differential-Equations
Fundamentals of scientific computing for ordinary and partial differential equations.
AliBakly/SudokuSolver
An interactive Sudoku Solver
AliBakly/Thermo-Mechanical-Gripper-FEM-Project
AliBakly/ai-powered-slack-bot
The AI-Powered Slack Bot integrates OpenAI's GPT models into Slack, enabling AI-driven conversations within your workspace. Built with Python, it uses the Slack SDK and OpenAI's API to facilitate natural language interactions.
AliBakly/Bird-Song-Classification-Using-Spectral-Analysis-and-CNNs
Automated classification of bird species using audio spectral analysis and deep learning with CNNs. Processes bird song data to identify species with high accuracy.
AliBakly/Covid-19
Modeling vaccination coverage and risk reduction of Covid-19
AliBakly/cs-552-modern-nlp
Repository for EPFL's CS-552: Modern NLP class
AliBakly/Efficient-Linear-Programming-Solver
Implementation of a linear programming solver that utilizes the Simplex algorithm and Branch-and-Bound method for integer solutions.
AliBakly/EPFLLaMA
EPFLLaMA: A lightweight language model fine-tuned on EPFL curriculum content. Specialized for STEM education and multiple-choice question answering. Implements advanced techniques like SFT, DPO, and quantization.
AliBakly/Optimization-For-Machine-Learning
Implementations of advanced optimization algorithms including FISTA, Mirror Descent, and Power Method, with theoretical analysis and visualizations
AliBakly/Probability-Problems
Gaining knowledge on intriguing probability problems via simulation
AliBakly/Time-Series-Analysis
Solutions to the labs and final project of the course FMSN45 in LTH.
AliBakly/WeightTracker
AliBakly/project-code-2024
AliBakly/trl
Train transformer language models with reinforcement learning.