Mehdi Elion's Projects
A playground to build AI-powered news abstracts using NLP and LLMs
PyTorch android examples of usage in applications
Open-source AI cookbook
real time face swap and one-click video deepfake with only a single image
A cookiecutter template for Data Science Projects
Image classification with Pytorch and model interpretability.
A scikit-learn-compatible module for estimating prediction intervals.
This repository shows the results obtained from a micro-satellite deorbiting simulation I did with the space robotics lab in Tohoku University, Sendai (Japan).
Pipeline for ML/DL solutions: Build the model, create an API to interact with it, containerize it and deploy it
Automatic setup and deploy a MLflow server
A set of C++ codes to render a scene using stochastic ray tracing.
A basic python package inspired from a "Real Python" tutorial.
This repo hosts a set of reinforcement learning scripts I used for experimental purposes.
A TTS Serverless Endpoint buitl with XTTS-v2 (Coqui) and Runpod Worker template
Web app for spam detection built with streamlit
A repository containing scripts and reports pertaining to a school assignement about style transfer.
A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM
πΈπ¬ - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
Matlab implementation of a solver for time-dependent partial differential equations with Neumann boundary conditions. More specifically, this code has been applied to the reaction-diffusion equations from Turing's Morphogenesis model. This repository contains the MATLAB implementation of these experiments and a pdf report.
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
Inference Vision Transformer (ViT) in plain C/C++ with ggml
YOLOv5 and pytorch to build a custom object detection model.