Ryan's go-to Python functions
Project description
Miscellaneous functions:
Miscellaneous functions:
reset, loatmat, xlsread
Work with data:
regress, R2, VIF, lags, pcorrcoef, correlated_matrix, interactions, SAM
Dynamic time warping:
DTW,DTW_batch
Plot data:
colorspectra,axaline,corr_reorder
Statistical functions
normplot
Multivariate data analysis
PCA, PLS, VIP, mbPLS, LDA, PCA_ellipse, ICA, MCR, NPLS_cal, NPLS_val
Spectral pretreatments
center, autoscale, SNV, MSC, EMSC, Savitzky Golay, detrend, baseline
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