The UK services sector growth improved from an 11-month low in September, but the pace of expansion remained moderate as subdued domestic demand acted as a drag on activity growth. The services Purchasing Managers' Index climbed to 53.6 in September from August's 11-month low of 53.2, survey data from IHS Markit and the Chartered Institute of Procurement & Supply showed Wednesday. more...
Employment in the U.S. private sector climbed by slightly more than anticipated in the month of September, according to a report released by payroll processor ADP on Wednesday. more...
Contents Introduction1. Sample selection 2. Dimensionality reduction 2.1. Principal component analysis (PCA)2.2. Independent component analysis (ICA)2.3. Probabilistic principal component analysis (PPCA)2.4. Autoencoder (nonlinear PCA) 2.5. Inverse nonlinear PCA (NLPCA)3. Dividing the data set into the train/valid/test setsConclusionApplication more...
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