Rama crystosis

Programming Achievements: How to Level Up as a Developer

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	{
	"$schema": "http://json-schema.org/draft-07/schema#",
	"title": "CMS-1500 Form (Box Number Mapping)",
	"description": "Schema mapping to CMS-1500 boxes for PDF generation",
	"type": "object",
	"properties": {
	"Box1": {
	"type": "object",
	"properties": {
	"Box1a": { "type": "string", "description": "Insured's ID Number" },

	import numpy as np
	import pandas as pd
	import matplotlib.pyplot as plt
	from statsmodels.regression.linear_model import OLS
	from statsmodels.genmod.generalized_linear_model import GLM
	from statsmodels.genmod.families.links import logit
	from statsmodels.genmod.families.family import Beta

	# Example data (replace with your actual data)
	years = np.arange(2000, 2025)

	import numpy as np
	import pandas as pd
	import matplotlib.pyplot as plt
	from statsmodels.tsa.arima.model import ARIMA
	from sklearn.preprocessing import MinMaxScaler

	# Logistic (sigmoid) transformation
	def logistic_transform(x):
	return np.log(x / (1 - x))

	// Use Gists to store code you would like to remember later on
	console.log(window); // log the "window" object to the console