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Jahir Gutierrez's Projects

cho icon cho

Coding projects from my research

cobrapy icon cobrapy

COBRApy is a package for constraints-based modeling of biological networks

cpi_prediction icon cpi_prediction

This is a code for compound-protein interaction (CPI) prediction based on a graph neural network (GNN) for compounds and a convolutional neural network (CNN) for proteins.

detectron icon detectron

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

escher icon escher

Build, view, share, and embed pathway maps.

et357_2018a icon et357_2018a

Course Materials for ET357 (Computational Modeling in Medicine and Bioengineering) as taught during the Spring semester 2018A at the University of Guadalajara (CUCEI)

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

low-n-protein-engineering icon low-n-protein-engineering

Code and data to reproduce analyses in Biswas et al. (2020) "Low-N protein engineering with data-efficient deep learning".

masif icon masif

MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.

mat2vec icon mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

mlde icon mlde

A machine-learning package for navigating combinatorial protein fitness landscapes.

mr1-screening icon mr1-screening

In silico screening of cancer metabolites that may bind MR1 receptor

nesmdb icon nesmdb

The NES Music Database: use machine learning to compose music for the Nintendo Entertainment System!

projects icon projects

All kinds of pipeline,i.e, Diffexpression,Variant call.

prose icon prose

Multi-task and masked language model-based protein sequence embedding models.

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