This method categorizes posts for the purpose of asking questions, which can add a new dimension to the analysis of post discussion topics on Stack Overflow (SO).杨光贾焱鑫陈翔许舒源Journal of Jilin University (Science Edition) / Jilin Daxue Xuebao (Lixue Ban)...
Github数据基于星标和分支,Stack Overflow数据基于含有软件包名称的标签和问题,谷歌结果基于过去五年的谷歌搜索结果总数和过去三个月较之前三个月计算出来的季度结果增长率。 其他一些注意事项: 几个库是常用词(caffe、chainer和lasagne),因此用来确定谷歌搜索结果数量的搜索词包括库名和“deep learning”这个术语。 任何...
该方法以提问目的对帖子进行分类,可为分析StackOverflow(SO )上的帖子讨论主题增加新维度.关键词:帖子问题目的;深度学习;文本挖掘;词向量中图分类号: TP311.5 文献标志码: A 文章编号:1671-5489(2021)04-0922-07StackOverflowQuestionPostClassificationMethodBasedonDeepLearningYANGGuang1,JIAYanxin1,CHENXiang1,2,XU...
其它问题,Google/StackOverflow驱动开发…… 第二步,在一个batch上过拟合: Error不降反升,可能有地方符号用反了 Error爆炸,一般是数值处理问题,也可能是learning rate太大 Error震荡,先降低learning rate,再看看是不是label跟数据没对上,或者错误的augmentation Error保持在一个中间状态不下降,可以尝试提高learning rat...
有效防止softmax计算时上溢出(overflow)和下溢出(underflow)的方法 《Deep Learning》(Ian Goodfellow & Yoshua Bengio & Aaron Courville)第四章「数值计算」中,谈到了上溢出(overflow)和下溢出(underflow)对数值计算的影响,并以softmax函数和log softmax函数为例进行了讲解。这里我再详细地把它总结一下。 『1』什...
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1. Blend GPT-3 & StackOverflow The first API we call is the StackOverflow API, powered byStackExchange. It allows one to retrieve questions, which are sorted in descending order by the number of votes and from a user-defined date of posting. We can use this API to get a wealth of in...
Paper tables with annotated results for What Causes Exceptions in Machine Learning Applications? Mining Machine Learning-Related Stack Traces on Stack Overflow
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