Pinned Repositories
bb-simulation
DeepEvolve
Rapid hyperparameter discovery for neural nets using genetic algorithms
dietnet
Diet networks in TensorFlow
DL-Biobank
Can deep learning improve genomic prediction of complex human traits? by Pau Bellot, Gustavo de los Campos, Miguel Pérez-Enciso, Genetics
DREAM_Evaluation
This package is a R port of DREAM GRN evaluations. Marbach, Daniel, et al. "Wisdom of crowds for robust gene network inference." Nature methods 9.8 (2012): 796-804. http://www.nature.com/nmeth/journal/v9/n8/full/nmeth.2016.html
Durandal
netbenchmark
This package implements a benchmarking of several gene network inference algorithms from gene expression data
surface-loss
Code for our MIDL 2019 talk https://openreview.net/forum?id=S1gTA5VggE
paubellot's Repositories
paubellot/DL-Biobank
Can deep learning improve genomic prediction of complex human traits? by Pau Bellot, Gustavo de los Campos, Miguel Pérez-Enciso, Genetics
paubellot/netbenchmark
This package implements a benchmarking of several gene network inference algorithms from gene expression data
paubellot/bb-simulation
paubellot/DeepEvolve
Rapid hyperparameter discovery for neural nets using genetic algorithms
paubellot/dietnet
Diet networks in TensorFlow
paubellot/DREAM_Evaluation
This package is a R port of DREAM GRN evaluations. Marbach, Daniel, et al. "Wisdom of crowds for robust gene network inference." Nature methods 9.8 (2012): 796-804. http://www.nature.com/nmeth/journal/v9/n8/full/nmeth.2016.html
paubellot/Durandal
paubellot/surface-loss
Code for our MIDL 2019 talk https://openreview.net/forum?id=S1gTA5VggE