sirine-b's repositories
DDPG
This repository contains an implementation of Deep Deterministic Policy Gradient (DDPG), a reinforcement learning algorithm designed for environments with continuous action spaces. It features actor-critic architecture, experience replay, and exploration strategies, and is tested on environments like MountainCarContinuous. More info on Medium blog!
NAIL-CONDITION-DETECTOR
Interactive Matlab App to accurately diagnose the user's nail condition (from an uploaded picture or webcam). The diagnosis is based on transfer learning conducted on a data base of 240 nail images structured in 4 different categories (3 conditions and one normal).
EMG-BASED-MOUSE
Code to control laptop's mouse through EMG signals (i.e.: contraction of certain muscle groups). For now, it is working correctly with 3 degrees of freedom (click, left and right)
GRAD-ME-Web-App
The GRAD:ME! web app is an interactive dashboard built with Dash in order to enable its users (final-year unversity students) to visualise data related to employment prospects for various courses and study modes.
Protein-Sequence-Variant-Classifier
This project focuses on predicting whether protein variants are benign or pathogenic using deep neural network (DNN) and extreme gradient boosting (XGBoost) models. The models are trained on embeddings generated from protein sequences using the ESM (Evolutionary Scale Modeling) model, a state-of-the-art Transformer protein language model.
UV-DETECTOR-WEARABLE
Arduino code to program ADAFRUIT UV light sensor and Circuit playground to detector UV light and inform (through visual and audio outputs) user when the fixed threshold has been reached. The circuit playground and sensor were placed on a piece of clothing (a cap) to obtain a wearable device.