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sailfish009's Projects

deep-flow-prediction icon deep-flow-prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

deep-hipo icon deep-hipo

Deep-Hipo: Deep learning Tool for Histopathological Image Analysis

deep-learning-specialization-coursera icon deep-learning-specialization-coursera

Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.

deep-learning-uncertainty icon deep-learning-uncertainty

Literature survey, paper reviews, experimental setups and a collection of implementations for baselines methods for predictive uncertainty estimation in deep learning models.

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-review icon deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine

deep-unsupervised-domain-adaptation icon deep-unsupervised-domain-adaptation

Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

deepaai icon deepaai

DeepAAI: A Novel Deep Learning Framework for Predicting Antigen-Antibody Interaction

deepcdr icon deepcdr

Cancer Drug Response Prediction via a Hybrid Graph Convolutional Network

deepce icon deepce

A deep learning framework for high-throughput mechanism-driven phenotype screening

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