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1337-piscine-42

June Piscine 2021 from 1337 Benguerir 42 Network.

adversarial-attacks-

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

amazon-sagemaker

analyzing-casablanca-s-stock-exchange-data-project

Collaborated on a project analyzing Casablanca Stock Exchange data, utilizing web scraping, statistical analysis, and code optimization with Cython

bootcamp_machine-learning

Bootcamp to learn basics in Machine Learning

bootcamp_python

Bootcamp to learn Python for Machine Learning

building-a-deep-neural-network-from-scratch

Building deep neural networks from scratch. Learn the fundamentals of neural networks and implement them for various tasks.

decision-based-attacks-boundary-attack

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

design-of-a-facial-recognition-system-based-on-deep-learning-model-siamese-neural-network

Design of a Facial Recognition System Based on Deep Learning Model : Siamese Neural Network

evaluating_adversarial_attacks_botnet_detectors

This repo implements and reviews "Evaluating the effectiveness of Adversarial Attacks against Botnet Detectors" by Apruzzese, Colajanni, and Marchetti. We replicate the ML techniques used to test 4 datasets and provide a detailed analysis of the results. Our review highlights limitations and invites feedback to improve the work.

exam-mlops

face_recognition

The world's simplest facial recognition api for Python and the command line

fastapi

Labs for FastAPI

finite-differences-for-the-wave-equation

Finite differences is a numerical method approximating solutions to partial differential equations by dividing the domain into a grid, computing the difference between adjacent points to approximate derivatives. It's often used in physics and engineering for solving wave equations in acoustic and electromagnetic fields.

insightface

State-of-the-art 2D and 3D Face Analysis Project

m111-advanced-python-and-database-management

Advanced Python Programming & Database Management

machine-learning-

Welcome to my machine learning repository! Here you'll find my latest work in AI & data science. Explore, fork, and contribute to enhance your skills too!

mlops

This GitHub repository contains a Flask web application that uses a trained Support Vector Machine (SVM) model to predict the type of glass based on its refractive index (RI), sodium oxide content (Na), aluminum oxide content (Al), and calcium oxide content (Ca) using a simple HTML form.

model-deployment

numerical-linear-algebra-parallel-computing

Numerical Linear Algebra & Parallel Computing

piscine42

📂📄 Piscine 42 - Les sujets de ma piscine à 42 (Juillet 2022) ainsi que les réponses et videos d'aide.

python-bootcamp

An accelerated python course for absolute beginners

stochastic-optimization

Stochastic optimization is a powerful technique used to solve optimization problems that involve uncertainty or randomness. In many real-life scenarios, such as in operational research, there are often multiple factors that affect the outcome of a decision, and many of these factors are uncertain or random.

taso_dnn_2_graph_opt

The Tensor Algebra SuperOptimizer for Deep Learning

unveiling-performance-trends-in-computer-hardware-using-arima-modeling

Computer Hardware Time Series Analysis

web_mining