API design for machine learning software: experiences from the scikit-learn project
Scikit-learn is an increasingly popular machine learning li- brary. Written in Python, it is
designed to be simple and efficient, accessible to non-experts, and reusable in various contexts. …
designed to be simple and efficient, accessible to non-experts, and reusable in various contexts. …
[HTML][HTML] Machine learning for neuroimaging with scikit-learn
…, M Eickenberg, P Gervais, A Mueller… - Frontiers in …, 2014 - frontiersin.org
Statistical machine learning methods are increasingly used for neuroimaging data analysis.
Their main virtue is their ability to model high-dimensional datasets, eg multivariate analysis …
Their main virtue is their ability to model high-dimensional datasets, eg multivariate analysis …
[HTML][HTML] The EnMAP spaceborne imaging spectroscopy mission for earth observation
Imaging spectroscopy, also known as hyperspectral remote sensing, is based on the
characterization of Earth surface materials and processes through spectrally-resolved …
characterization of Earth surface materials and processes through spectrally-resolved …
Analysis of histone acetyltransferase and histone deacetylase families of Arabidopsis thaliana suggests functional diversification of chromatin modification among …
Sequence similarity and profile searching tools were used to analyze the genome sequences
of Arabidopsis thaliana, Saccharomyces cerevisiae, Schizosaccharomyces pombe, …
of Arabidopsis thaliana, Saccharomyces cerevisiae, Schizosaccharomyces pombe, …
Controlled synthesis of single-chirality carbon nanotubes
Over the past two decades, single-walled carbon nanotubes (SWCNTs) have received much
attention because their extraordinary properties are promising for numerous applications 1 , …
attention because their extraordinary properties are promising for numerous applications 1 , …
Scikit-learn: Machine learning without learning the machinery
Machine learning is a pervasive development at the intersection of statistics and computer
science. While it can benefit many data-related applications, the technical nature of the …
science. While it can benefit many data-related applications, the technical nature of the …
[HTML][HTML] The Microbiota Mediates Pathogen Clearance from the Gut Lumen after Non-Typhoidal Salmonella Diarrhea
Many enteropathogenic bacteria target the mammalian gut. The mechanisms protecting the
host from infection are poorly understood. We have studied the protective functions of …
host from infection are poorly understood. We have studied the protective functions of …
Job search and unemployment insurance: New evidence from time use data
AB Krueger, A Mueller - Journal of Public Economics, 2010 - Elsevier
This paper provides new evidence on job search intensity of the unemployed in the US,
modeling job search intensity as time allocated to job search activities. The major findings are: 1) …
modeling job search intensity as time allocated to job search activities. The major findings are: 1) …
[PDF][PDF] Lassomycin, a ribosomally synthesized cyclic peptide, kills Mycobacterium tuberculosis by targeting the ATP-dependent protease ClpC1P1P2
…, D Hughes, A Bissell, H Torrey, T Akopian, A Mueller… - Chemistry & biology, 2014 - cell.com
Languishing antibiotic discovery and flourishing antibiotic resistance have prompted the
development of alternative untapped sources for antibiotic discovery, including previously …
development of alternative untapped sources for antibiotic discovery, including previously …
Job search, emotional well-being, and job finding in a period of mass unemployment: Evidence from high frequency longitudinal data [with comments and discussion]
This paper presents findings from a survey of 6,025 unemployed workers who were interviewed
every week for up to 24 weeks in the fall of 2009 and winter of 2010. We find that the …
every week for up to 24 weeks in the fall of 2009 and winter of 2010. We find that the …