Mortadha Manai's repositories
XAI_GridSearch_CatsVSDogs_EffNetV2
A project focusing on binary classification using Explainable Artificial Intelligence (XAI) methods, specifically SHAP (SHapley Additive exPlanations), and Grid Search for hyperparameter tuning. The project utilizes EfficientNetV2-B0 architecture on the Cat VS Dog dataset.
I-m-in-the-Top-3O-of-top-github-users-in-Tunisia-
Check your ranking in GitHub! Don't forget to star ⭐ this repository.
Google-Foobar-Challenge-Experience-2024
Hey Everyone! I wanted to share that I participated in the Google 2024 Foobar challenge and successfully completed all 4 levels! (Still 1a to go 🔥). I'll be sharing all the code snippets, notes, and challenges on my GitHub account and my LinkedIn feed soon!
MortadhaMannai
Driven by an unwavering fascination for AI's transformative power, I'm captivated by its intricate fusion of data and algorithms.
llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. This fork is used to manage Apple’s stable releases of Clang as well as support the Swift project.
huggingface.js
Utilities to use the Hugging Face Hub API
IdentityGenderNet
Simple face gender detection for an online meeting, modified based on face-emotion
ml-mobileclip
This repository contains the official implementation of the research paper, "MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training" CVPR 2024
super-gradients-fork
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
FaceNetX-Face_Recognition_w_DeepFace-
This code provides an implementation of face recognition using the DeepFace library and OpenCV. It allows you to perform face recognition on both static images and real-time video from a webcam.
structured-additive-IR
An intermediate program representation, based on MLIR and designed to express implementation decisions on a program without losing the high-level structure of the code. It encodes implementation choices as attributes added on to existing operations (hence "additive" in the name).
MIC-Workshop-Application-of-Generative-IA-in-the-Real-Word
Welcome to the MIC-Workshop-Application-of-Generative-IA-in-the-Real-Word repository! Here, you'll find comprehensive resources, code, and instructions for exploring and building AI applications using cutting-edge language models (LLMs).
metaflow-service
:rocket: Metadata tracking and UI service for Metaflow!
IntelliMap-Graph-Based-Monitoring
Detecting malicious actions on a network with the use of artificial intelligence is called intelligent monitoring. To be more precise a number of standard attack techniques can be detected by collecting various information from the network.
linkedin_orgchart_scraper
A Python automation that allows to extract company names and roles from an input compan, using Selenium and BSoup. It opens many ways to increase its functionality such as getting emails, persona urls, numbers of people in the company, doing multiple searches and so on.
HR-Employee-Dataset-Analysis-Using-Tableau
The objective of the project is to create an engaging dashboard designed to visualize meaningful insights derived from HR data. This dashboard encompasses comprehensive employee information, including job status, performance metrics, reasons for resignation, and more.
Social-Sales-Forecast-Improving-Social-Network-ads
Prediction system to predict which user is going to buy a product displayed on a social media advertisement using random forest classification.
DynaGraphX
DYnamic Attributed Node rolEs (DYANE) is an attributed dynamic-network generative model based on temporal motifs and attributed node behavior.
FriendLinker-Uncovering-Indirect-Friendship-Relations-in-Ego-Networks
The FriendLinker project focuses on identifying indirect composite relations within an ego network, specifically exploring the Friend relationship to uncover connections between different egos.
LokoAI-Enhanced-ScikitLLM-Extension
The "LokoAI-Enhanced: ScikitLLM Extension" project aims to bolster the capabilities of LokoAI by integrating the advanced functionalities of the ScikitLLM library. This extension intends to enhance LokoAI's feature set by incorporating the specialized tools and algorithms offered by ScikitLLM.
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
XPyChatGPT-API-Rebuilding
This repository contains code for building a terminal-based chatbot using OpenAI's recently released ChatGPT API (https://openai.com/blog/introducing-chatgpt-and-whisper-apis). The code is written in Python and uses the OpenAI Python library