Deep Learning Based Code Generation Methods: Literature Review
This paper focuses on Code Generation task that aims at generating relevant code fragments according to given natural language descriptions. In the process of software development, developers often encounter two scenarios.
Chen, Sirong +5 more
core +1 more source
Study on Parallel Learning Algorithm of Gradient Boosting Decision Tree [PDF]
GBDT(GradientBoostingDecisionTree)是一个应用广泛、效果好的监督式机器学习模型。它于2001年由Friedman提出,由决策树(DecisionTree)和梯度提升(GradientBoosting)组合而成。它在实践中被证明是一个很高效的模型,被广泛应用于搜索排序,广告点击率预测等,给工业界带来了巨大的效果提升和收益。随着互联网时代的到来,更多的数据可以被获取到。在机器学习中,更多的数据也意味着更好的效果,所以,用大数据来训练机器学习模型是很有必要的 ...
柯国霖
core
Research and application progress in deep learning in otology. [PDF]
Mao S +5 more
europepmc +1 more source
[Review on ultrasonographic diagnosis of thyroid diseases based on deep learning]. [PDF]
Qi F, Qiu M, Wei G.
europepmc +1 more source
[Advances in heart failure clinical research based on deep learning]. [PDF]
Lei Y, Liu S, Wu Y, Li C, Liu J.
europepmc +1 more source
[Application of Deep Learning Algorithm in the Grading Assessment of Corneal Fluorescein Staining]. [PDF]
Zhao Y, Zhang X, Yang B, Liu L.
europepmc +1 more source
Prediction of pulp exposure risk of carious pulpitis based on deep learning. [PDF]
Wang L, Wu F, Xiao M, Chen YX, Wu L.
europepmc +1 more source
[Identifying Depressive Disorder With Sleep Electroencephalogram Data: A Study Based on Deep Learning]. [PDF]
Tao R +8 more
europepmc +1 more source
[Deep learning method for magnetic resonance imaging fluid-attenuated inversion recovery image synthesis]. [PDF]
Zhou J, Guo H, Chen H.
europepmc +1 more source
Nailfold capillaroscopy and deep learning in diabetes. [PDF]
Shah R +6 more
europepmc +1 more source

