https://github.com/samashi47/ml-toolkit-project

A general-purpose toolkit for data preprocessing, machine learning modeling, and visualization.

classification data data-preprocessing machine-learning python3 visualization

Last synced: 30 Jul 2025

https://github.com/samashi47/fstt-llm-chat-bot

A chat bot for the Faculty of Sciences and Technologies of Tangier. Using both RAG and finetuning as separate models.

fine-tuning llama3 llm nlp rag

Last synced: 10 Jul 2025

https://github.com/samashi47/em-algorithm

Expectation–Maximization (EM) algorithm implementation in R and Python, and a comparison with K-means.

clustering em-algorithm kmeans machine-learning python3 r

Last synced: 20 Apr 2026

https://github.com/samashi47/esalaf-java

Last synced: 30 Mar 2025

https://github.com/samashi47/shell-scripting-s5

Last synced: 30 Mar 2025

https://github.com/samashi47/e-commerce-multi-agent-system-jade

An E-Commerce multi-agent-system using JADE, with a JSP web interface and Java servlets.

e-commerce jade jsp multi-agent-systems servlets

Last synced: 24 Apr 2026

https://github.com/samashi47/atelier-3

Last synced: 29 Jul 2025

https://github.com/samashi47/latex-pfe-report-template

Last synced: 14 Feb 2026

https://github.com/samashi47/blockchain-labs

Last synced: 07 Oct 2025

https://github.com/samashi47/atelier-4

Last synced: 30 Mar 2025

https://github.com/samashi47/ozone-dataset-pca-svm-vs-cart

Ozone Day Detection dataset classification, using SVM with and without PCA vs CART Decision Trees.

cart classification decision-trees machine-learning ozone-datasets pca svm

Last synced: 17 Oct 2025

https://github.com/samashi47/multi-layer-perceptron

Implementation of simple perceptron and MLP Classifiers in Python

classification machine-learning multi-layer-perceptron perceptron python3

Last synced: 29 Apr 2026

https://github.com/samashi47/metaheuristics

Implementation of various metaheuristic algorithms in C++ and Python

ant-lion-optimizer cpp genetic-algorithm grey-wolf-optimizer metaheuristics multi-verse-optimizer optimization python3 simulated-annealing tabu-search

Last synced: 01 May 2026

https://github.com/samashi47/3d-content-retrieval

A 3D content retrieval system using Fourier and Zernike descriptors.

3d-models content-retrieval obj-loader opengl python3

Last synced: 06 May 2026

https://github.com/samashi47/content-based-image-retrieval

A content-based image retrieval (CBIR) system with Bayesian relevance feedback, utilizing color, shape, and texture descriptors for efficient image search.

bayesian-inference cbir image-indexing opencv python3 relevance-feedback

Last synced: 20 May 2026

https://github.com/samashi47/nlp_labs

NLP Labs for a university course

Last synced: 30 Mar 2025