Posts by Collection

Reinforcement Learning for the CartPole problem

I implement a Q-Table and a Deep Q-Network (DQN) to solve the CartPole problem

Fake News Detection using Deep Learning

Implemented a transformer and a RNN model to detect fake news in news articles

Segmentation of lung cancer cells in 3D CT Scans

Implemented a 3D U-Net model using Monai framework to segment lung cancer

RNA Clustering using Graph Neural Networks Embeddings

Implemented an encoder with distance loss to cluster RNA secondary structures

Silo Detection in Satellite Images (Ecole polytechnique x QuantumBlack Hackathon)

ResNet network to detect silos in satellite images, delivering a real-time, globally-operable prototype within 24 hours and using Grad-CAM for segmentation

Does Structural Information Improve ESM3 for Protein Binding Affinity Prediction?

Published in Accepted at Machine Learning for Structural Biology (MLSB) Workshop, NeurIPS, 2024

This preprint paper is about evaluating the impact of different relaxation strategies on variant structures for mutational binding affinity prediction, using ESM3 as an multimodal encoder.

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here