To train neural models with a large dataset we use the documentation comments (e.g. docstrings) as a proxy. For evaluation (and the leaderboard), we collected human relevance judgements of pairs of realistic-looking natural language queries and code snippets. Now that the challenge has been con...
If you find this repository helpful, please press the star button. Moreover, if you would like to use or repost the content in this repository, please indicate the orignal author and source link. Content SectionDescription Chinese Reading Comprehension DatasetsDescribe public Chinese RC datasets ...
Data-driven algorithms are studied and deployed in diverse domains to support critical decisions, directly impacting people’s well-being. As a result
Of the five reanalyses, the smaller position differences and stronger intensities found in the Climate Forecast System Reanalysis (CFSR) and Japanese 25-year Reanalysis (JRA-25) are attributed to the use of vortex relocation and TC wind profile retrievals, respectively. The discrepancies in TC ...
Small data sizes relative to the number of causal elements preclude the use of neural networks and, in particular, deep neural networks, which would increase the number of model's parameters. The presence of non-linear relationships excludes linear methods. As a compromise, therefore, this work ...
Incorporating machine learning into automatic performance analysis and tuning tools is a promising path to tackle the increasing heterogeneity of current H
This document gives an introduction to the use of the goseq R Bioconductor package [Young et al., 2010]. This package provides methods for performing Gene Ontology analysis of RNA-seq data, taking length bias into account [Oshlack and Wakefield, 2009]. The methods and software used by goseq...
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previous studies, while some others are collected from real systems in our lab environment. Wherever possible, the logs are NOT sanitized, anonymized or modified in any way. All these logs amount to over77GBin total. We thus host only a small sample (2k lines) on Github for each dataset....
Example use in interactive web applications The Uber NYC Rasterizer application in our Dash Gallery provides a simple live demo of therasterlypackage in action. Check it outhere! A secondDash for Rapplication to visualize (a much larger) dataset from the US Census Bureau is alsoavailable....