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MLEG's Projects

d2l-en icon d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

deep-learning-mhci icon deep-learning-mhci

For MHC-I protein-peptide binding predictions: Deep Learning model with CNN and Snakemake workflow

deepaffinity icon deepaffinity

Protein-compound affinity prediction through unified RNN-CNN

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

deepergatgnn icon deepergatgnn

Scalable graph neural networks for materials property prediction

deepknet icon deepknet

PointNet-based 3D deep learning model designed for decoding the structure-property relationship for generic crystalline materials.

deeploc icon deeploc

This repository contains the code, and access to the pretrained models and datasets for the paper: "Automated analysis of high-content microscopy data with deep learning"

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepseqpan icon deepseqpan

A sequence-based pan model for peptide-MHC I binding affinity prediction.

deepsequence icon deepsequence

A generative latent variable model for biological sequence families.

deepsolar icon deepsolar

Nationwide houseshold-level solar panel identification with deep learning

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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