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Perform regression/classification prediction on Excel dataset

Project description

Easy Predictor

Perform regression/classification prediction on small Excel dataset in one line!

Side Note

Currently only two columns are allowed be use on the prediction (Independent & Dependent variable).

Instruction

  1. Linear Regression Prediction
from easy_predictor import linear 

dataset = "path_to_excel_file"
linear.predict(dataset,dataset_type: 'xlsx','csv',column_x,column_y,value: int)
  1. Text Classification Prediction
from easy_predictor import classification

dataset = "path_to_excel_file"
classification.predict(dataset,dataset_type: 'xlsx','csv',column_x,column_y,value: str)
  1. Visualize Data
from easy_predictor import table

dataset = "path_to_excel_file"
table.tabulator(dataset,dataset_type: 'xlsx','csv',columns=list[str])

Latest Update 0.2.0

CSV (Comma Seperated Values) File supported

Latest Update 0.3.0

New 'table' Function To Visualize Data In Tabular Form

Latest Update 0.4.0

ImportError: cannot import name 'table' from 'easy_predictor'. Bug
fixed

Project details


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