Charan H U charanhu

Applied AI Engineer

charanhu / file.html

Created April 1, 2024 14:47

	<!DOCTYPE html>
	<html>

	<head>
	<title>OCR PDFs and images directly in your browser</title>
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<script defer data-domain="tools.simonwillison.net" src="https://plausible.io/js/script.js"></script>
	<script type="module">
	import pdfjsDist from 'https://cdn.jsdelivr.net/npm/[email protected]/+esm';
	pdfjsLib.GlobalWorkerOptions.workerSrc =

charanhu / man.py

Created October 11, 2022 13:29

	# Example 1: getattr() function
	class Person:
	def __init__(self, age):
	self.age = age

	# create a Person object with age 36
	person = Person(36)

	# get the value of the attribute 'age'
	print('The age of Person ',getattr(person, 'age', 40))

charanhu / python5.py

Created August 11, 2022 06:14

	# 31,female,25.74,0,no,southeast
	input_data = (31,1,25.74,0,1,0)

	#changing input_data to a numpy array
	input_data_as_numpy_array=np.asarray(input_data)

	#reshape the array
	input_data_reshaped=input_data_as_numpy_array.reshape(1,-1)

	prediction=regressor.predict(input_data_reshaped)

charanhu / python4.py

Created August 11, 2022 06:13

	# prediction on the test data
	test_data_prediction= regressor.predict(X_test)

	r2_test=metrics.r2_score(Y_test, test_data_prediction)
	print('R squared value: ', r2_test)

charanhu / python3.py

Created August 11, 2022 06:12

	# predictio on the training data
	training_data_prediction= regressor.predict(X_train)

	# R squared value
	r2_train=metrics.r2_score(Y_train, training_data_prediction)
	print('R squared value: ', r2_train)

charanhu / python2.py

Created August 11, 2022 06:11

	# loading the linear regression model
	regressor = LinearRegression()

	regressor.fit(X_train, Y_train)

charanhu / python1.py

Created August 11, 2022 06:10

	X = insurance_dataset.drop(columns='charges', axis=1)
	Y = insurance_dataset['charges']
	X_train, X_test, Y_train, Y_test=train_test_split(X, Y, test_size=0.2, random_state=2)

charanhu / python.py

Created August 11, 2022 06:06

	# encoding sex column
	insurance_dataset.replace({'sex':{'male':0, 'female':1}}, inplace=True)

	# encoding smoker column
	insurance_dataset.replace({'smoker':{'yes':0, 'no':1}}, inplace=True)

	# encoding region column
	insurance_dataset.replace({'region':{'southeast':0, 'southwest':1, 'northeast':2, 'northwest':3}}, inplace=True)

charanhu / indexuse.html

Created March 11, 2022 10:12

	<!doctype html>
	<html lang="en">

	<head>
	<meta charset="utf-8">
	<title>Diamond Life</title>
	<base href="/">
	<meta name="viewport" content="width=device-width, initial-scale=1">
	<!-- <link rel="icon" type="image/x-icon" href="favicon.ico"> -->
	<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/css/bootstrap.min.css">

charanhu / SQL6.sql

Created February 26, 2022 07:00

	INSERT INTO CONSTRAINT_DEMO2 VALUES
	(1,'AAA',22,'BBB'),
	(2,'BBB',23,'CCC'),
	(3,'CCC',24,'DDD'),
	(4,'DDD',22,'AAA');