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1. Multi-Agents_Projects Multi-Agents_Projects Public

   Multi-agent research: RL, rule-based & LLM frameworks with swarm intelligence and decentralized decision-making analysis

   Jupyter Notebook 1

2. Anomaly_detection Anomaly_detection Public

   This open-source project provides a comprehensive toolkit for detecting anomalies in data using unsupervised machine learning techniques.

   Python 1

3. Sunspots_time_series_analysis Sunspots_time_series_analysis Public

   This project analyzes monthly sunspot data from 1749 to the present, sourced from the SIDC database. It uses machine learning algorithms like DNN, LSTM networks and CNN to forecast sunspot activity…

   Jupyter Notebook

4. Dog-or-Cat--Image_Classification Dog-or-Cat--Image_Classification Public

   This project is an image classification model designed to differentiate between images of dogs and cats. It leverages Convolutional Neural Networks (CNNs) to achieve accurate classification.

   Jupyter Notebook

5. Car-Pirce-Prediction-with-ML-regression-model Car-Pirce-Prediction-with-ML-regression-model Public

   This project uses machine learning regression models, including neural networks, to predict car prices. The dataset includes features like mileage, engine power, brand, and production year. The goa…

   Jupyter Notebook

6. FashionMNIST-CNN-Classifier FashionMNIST-CNN-Classifier Public

   FashionClassifierCNN is a CNN model built using the Fashion MNIST dataset to classify images of clothing items. With 60,000 training and 10,000 test images across 10 categories, this project uses d…

   Jupyter Notebook 1