readdata

Documentation

Overview

Copyright (C) 2024 BITJUNGLE Rune Mathisen

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Description: This package processing provides functions to process CSV data for PCA/PLS. It includes functionalities to read CSV files, and convert data to float64.

Index

• func ReadCSV(filename string) ([][]string, error)
• type ProcessedData
  • func ProcessCSV(filename string) (ProcessedData, error)

Functions

func ReadCSV

func ReadCSV(filename string) ([][]string, error)

ReadCSV reads a CSV file and returns a 2D slice of strings representing the data. The first row is assumed to be headers, and the first column is assumed to contain object names.

Types

type ProcessedData

type ProcessedData struct {
	VariableNames []string    // Variable names from the first row
	ObjectNames   []string    // Object names from the first column
	Data          [][]float64 // Data converted to float64
}

ProcessedData encapsulates the variable names, object names, and converted float data from a CSV file.

func ProcessCSV

func ProcessCSV(filename string) (ProcessedData, error)

ProcessCSV reads data from a CSV file and returns variable names, object names, and the data as floats. The first row is assumed to contain variable names, and the first column in each row is assumed to contain object names.