Pinned Loading

1. RL-algorithms RL-algorithms Public

   🚀 Reinforcement learning from scratch — including value-based and policy-based methods, alongside search-driven approaches from evolutionary strategies like Genetic Algorithms to adaptive technique…

   Python 1

2. optiflowx optiflowx Public

   A lightweight Python library for hyperparameter optimization using evolutionary and probabilistic algorithms.

   Python 1

3. Multimodal-Market-Forecasting-with-News Multimodal-Market-Forecasting-with-News Public

   A multimodal machine learning system that combines financial time series and news headlines to forecast multiple target prices with a PyTorch-based model and a production-style inference API.

   Jupyter Notebook

4. Reinforcement-Learning-Challenge-Optimizing-Bandwidth-Allocation-for-Satellite-Broadband-Users Reinforcement-Learning-Challenge-Optimizing-Bandwidth-Allocation-for-Satellite-Broadband-Users Public

   This repository features my solution for the DevFest '24 Challenge by @GDGAlgiers , where I used Proximal Policy Optimization (PPO) to optimize bandwidth allocation based on user demands over 24 ho…

   Python 19 2

5. Optimal-Transport-Domain-Adaptation Optimal-Transport-Domain-Adaptation Public

   Unsupervised Domain Adaptation (MNIST -> USPS) using a 'From Scratch' implementation of the Sinkhorn Optimal Transport Algorithm.

   Python 2

6. RL-Enhanced-ALNS-for-VRPTW RL-Enhanced-ALNS-for-VRPTW Public

   This project was developed as part of a VRPTW challenge during a hackathon organized by @SchoolofAI-Algiers, where I contributed as both participant and mentor

   Python