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1. Traffic_sign_Classification_EdgeAI_Pruning_Quantization Traffic_sign_Classification_EdgeAI_Pruning_Quantization Public

   🚦 Classifies German traffic signs using a compact CNN 🧠. Combines pruning and quantization ⚙️ for Edge AI 🤖. Delivers high accuracy 📊, low latency ⚡, and efficient performance 💾.

   Jupyter Notebook

2. Sudoku-Puzzle-Identifier-and-Solver Sudoku-Puzzle-Identifier-and-Solver Public

   A Jupyter Notebook 📓 equipped with code 💻 for identifying the position of digits 🔢 in a Sudoku puzzle 🧩 and solving it ✅. The notebook implements algorithms ⚙️ for Sudoku puzzle solving, offering a…

   Jupyter Notebook

3. ROS-2-integration-with-MIRA-frame-work ROS-2-integration-with-MIRA-frame-work Public

   Integrated ROS2 🤖 into MIRA-based robot navigation 🤖🚗, overcoming errors ⚠️ & hardware challenges 🛠️. Improved capabilities 🚀, set stage for future enhancements 🔧. Proficient in ROS2 Nav2 stack 📦 &…

4. Q-Learning-for-Blackjack-in-different-environments Q-Learning-for-Blackjack-in-different-environments Public

   This repository 📂 implements Q-Learning 🤖 in Blackjack 🃏, comparing it with random action selection 🎲 and basic strategies 📋. Includes experiments 🔬 with various strategies, rule variations ⚖️, and…

   Jupyter Notebook

5. Text-Clustering-with-Sentence-Transformers Text-Clustering-with-Sentence-Transformers Public

   This project 🚀 demonstrates text clustering 📝🔗 using SBERT embeddings 🤖. Includes text preprocessing 🧹, K-Means 🔵 and DBSCAN clustering 🌐, and visualization of clusters 📊. See scripts/ 🗂️ for detai…

   Jupyter Notebook 1 1

6. Stacking-library Stacking-library Public

   A powerful ensemble learning class 💪🤖 that supports multi-layer stacking 📚 and blending models 🔄 for regression tasks 📉, with K-fold cross-validation 🔄✅ and hold-out validation set options 🛑, for r…

   Python