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High-level batteries-included neural network training library for Pytorch

Thermonet ⭐ 95

ThermoNet is a computational method for quantitative prediction of the impact of single-point mutations on protein thermodynamic stability. The core algorithm of ThermoNet is an ensemble of deep 3D convolutional neural networks.

Deepsmiles ⭐ 81

DeepSMILES - A variant of SMILES for use in machine-learning

Variantnet ⭐ 47

A simple neural network for calling het-/hom-variants from alignments of single molecule reads to a reference

Diffnets ⭐ 17

Self-supervised neural nets to understand protein mutations

Compositionalnetworks.jl ⭐ 13

A Julia package for Interpretable Compositional Networks (ICN), a variant of neural networks, allowing the user to get interpretable results, unlike regular artificial neural networks.

Referentialgym ⭐ 9

This framework provides out-of-the-box implementations of Referential Games variants in order to study the emergence of artificial languages using deep learning, relying on PyTorch (https://www.pytorch.org).

Snp Deep Learning ⭐ 7

AdVersarial system vArianT AppRoximation - A novel method to measure the generalization of process models

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