Open the console to test curve fitting with web workers!

/* This has already been defined */
var X = [[1],[2],[3],[4],[5],[6],[7],[8],[9],[10]];
var y1 = [1.12, 7.78, 27.09, 63.83, 124.93, 215.86, 343.22, 511.86, 729.06, 1000.19];
var y2 = [4.86, 19.14, 57.18, 131.12, 252.92, 435.2, 688.79, 1027.15, 1461.02, 2003.1];

{
	func: function (xVector, P) {
		return P[0] * Math.pow(xVector[0],3) + P[1];
	},
	setInitial: function (x_mat, y_vec) {
		// For other data, this must be made more intelligent
		var A = ( y_vec[1] - y_vec[0] ) / (Math.pow(x_mat[1][0], 3) - Math.pow(x_mat[0][0], 3));
		var B = y_vec[0] - A * Math.pow(x_mat[0][0], 3);

        return [A, B];
	}
} 

//Grab you equation object
var eq_obj = amd_cf.getEquation('simpleCubic.jseo');

//This can be done to insure the equation was properly downloaded,
	//But is not neccisarry (error message will be generated with
	//or without this line)
eq_obj.catch(function (err) {
	console.error('Something is wrong with the equation:', err);
});

/* Set up your data */
var data1 = {
	x_values: X,
	y_values: y1
};

var data2 = {
	x_values: X,
	y_values: y2,
	fit_params: { // These are optional and will overwrite the func_fit_params found in the .jseo file
		checkItt: 3,
		maxItt: 100
	}
};

//Fits the data asynchronously
eq_obj.fit(data1).then(function(res) {
	console.log('Done With 1', res);
}).catch(function(err) {
	console.error('1 did not work:', err);
});

//Fits the data asynchronously
eq_obj.fit(data2).then(function(res) {
	console.log('Done With 2', res);
}).catch(function(err) {
	console.error('1 did not work:', err);
});;

// If a lot of fits are called, this will be called once all fitting is completed
eq_obj.all().then(function(resArr) {
	//Note when used like this any fits that failed return undefined rather than an error
	console.log('Done With All!', resArr);
});