Perform regression/classification prediction on Excel dataset
Project description
Easy Predictor
Perform Regression/Classifcation prediction on Excel dataset with ease.
Features
- Perform linear regression prediction by utilizing linear function
- Perform classification prediction by utilizing classification function
- Visualize excel dataset by utilizing tabulator function
Instruction
- 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)
- 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)
- Visualize Data
from easy_predictor import table
dataset = "path_to_excel_file"
table.tabulator(dataset,dataset_type: 'xlsx','csv',columns=list[str])
Latest Update 0.1.0
CSV (Comma Seperated Values) File supported
Latest Update 0.2.0
New 'table' Function To Visualize Data In Tabular Form
Latest Update 0.3.0
ImportError: cannot import name 'table' from 'easy_predictor'. Bug
Fixed
Latest Update 0.4.0
TypeError: object of type 'int' has no len(). Bug Fixed
Latest Update 0.5.0
Bugs Fixed
Latest Update 0.6.1
Multiple Column Input Supported
Project details
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