TechnologyTechnology

2019
3/
28

Machine Learning and Data Science Spring Camp 2019

Nicetomeetyou!I'mIppei.FromMarch,IbecameaDataScientistundertrainingofHacarus'scollaborativeDataScientisttrainingprogramwithDatamix.Icurrentlystudydaily,andasapartoftheirprogram,IrecentlyattendedtheirMachineLearning/DataLearningSpringCampatOsakaUniversity'sCenterforMathematicalModelingandDataScience.LetmetellyoualittlebitaboutwhatIlearnedbelow: AbouttheMachineLearning/DataLearningSpringCampMachineLearning/DataScientistSpringCamp(2019),…

2019
3/
03

Using Sparse Modeling in AI: A Human Centric, Explainable Approach

Thispostintroducesatechniquecalled"SparseModeling"thatcanproducegoodanalysisresults,eveniftheamountofdataissmall.Thearticlewaswrittenforengineerswhowanttostartonmachinelearningandforthosewhohavealreadyexperiencewithdeeplearning.Note:TheoriginalversionofthisarticlewaspublishedinJapaneseonCodezine.jp:機械学習プロジェクトにおける課題と、スパースモデリングに期待が高まる背景IntroductionThefieldofmachinelearningandparticularlydeeplearning,basedondataacquisitionandcollectionofinformationthroughthecloud…

2018
4/
24

Release of spm-image : Python library for sparse modeling

We’vereleased spm-image,Pythonlibraryforsparsemodelingandcompressivesensing,inourGitHub.Its latestversion includesk-SVD,whichisoneofpopulardictionarylearningalgorithms,ADMMimplementationofLassoandZCAwhiteningforpreprocessing.We’vecreatedexamplenotebooksaswellsothatyoucangettoknowhowtousethislibrary.ThebasicconceptofthislibraryisasfollowsImplementssparsemodelingandcompressivesensingalgorithmsDependsonscikit-learnonlyCompliantwithmoduleandinterfacestructureofscikit-learnasmuch…

Subscribe to our newsletter

Click here to sign up