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Deepvariant ⭐ 2,978

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

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

Gan_review ⭐ 304

A Survey and Taxonomy of the Recent GANs Development，computer vision & time series

Linear Attention Transformer ⭐ 278

Transformer based on a variant of attention that is linear complexity in respect to sequence length

Crazyara ⭐ 217

A Deep Learning UCI-Chess Variant Engine written in C++ & Python 🦜

Softmax_variants ⭐ 165

PyTorch code for softmax variants: center loss, cosface loss, large-margin gaussian mixture, COCOLoss, ring loss

Clairvoyante ⭐ 142

Clairvoyante: a multi-task convolutional deep neural network for variant calling in Single Molecule Sequencing

Tensorflow Cpp ⭐ 97

Pre-built TensorFlow for C/C++ and CMake.

Clair: Exploring the limit of using deep neural network on pileup data for germline variant calling

Tensorflow implementation of MIRNet for Low-light image enhancement

An Artificial Neural Network-based discriminator for validating clinically significant genomic variants

Clairs To ⭐ 18

ClairS-TO - a deep-learning method for tumor-only somatic SNV calling

Semantic Labeling in VHR Images via A Self-Cascaded CNN (ISPRS JPRS, IF=6.942)

Variants Of Rmsprop And Adagrad ⭐ 13

SC-Adagrad, SC-RMSProp and RMSProp algorithms for training deep networks proposed in

JARVIS: a comprehensive deep learning framework to prioritise non-coding variants in whole genomes

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).

Convolutional Embedded Networks ⭐ 7

Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing

Snp Deep Learning ⭐ 7

Deep Q Learning ⭐ 7

An implementation of Q algorithm and its deep variant for Reinforcement Learning purposes.

Memory Transformer Xl ⭐ 6

A variant of Transformer-XL where the memory is updated not with a queue, but with attention

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