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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

2. optiflowx optiflowx Public

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

   Python 1

3. HAICK25-TSA-Challenge HAICK25-TSA-Challenge Public

   This is one of the kaggle challenges of this year's edition of Haick from @SchoolofAI-Algiers that covers the combination between Time Series forcasting and Natural Language modeling, enjoy it

   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 16 2

5. Breast-cancer-prediction Breast-cancer-prediction Public

   Jupyter Notebook 3

6. 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