Open smachs opened 6 years ago
how can I predict the average value of an amount of data in an array?
For example i am use real currency using all the data in an array
var balance = [ '1,98', '10,50', '500,47', '5.000,64', '5.206,64', '5.778,03', '70.000,29', '900.000,16', '1.000.000,07' ]
How can I predict that the average balance is 5k and corresponds to 70% of the total of all the array?
I was looking at some examples and in the below it can predict what will be the next number of the array in order of 0 to 9
var my_data = [ 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 0, 1, 2, 3, 4, 5, 6, 7, 8 ]; var trainer = new convnetjs.SGDTrainer(net, { learning_rate: 0.01, momentum: 0.2, batch_size: 1, l2_decay: 0.001 }); var learn = function () { for (var j = 0; j < 100; j++) { for (var i = 0; i < my_data.length - d; i++) { var data = my_data.slice(i, i + d); var real_value = [my_data[i + d]]; var x = new convnetjs.Vol(data); trainer.train(x, real_value); var predicted_values = net.forward(x); console.log("data: [" + data + "] -> value: " + real_value); console.log("prediction in learn stage is: " + predicted_values.w[0]); } } } var predict = function (data) { var x = new convnetjs.Vol(data); var predicted_value = net.forward(x); return predicted_value.w[0]; } learn(); var item = [0, 1, 2, 3, 4, 5, 6, 7, 8]; console.log("predicted value for [" + item + "] is: " + predict(item));
is it possible to learn deeply to predict the average values of an array?
Thanks a lot for the help 👍
how can I predict the average value of an amount of data in an array?
For example i am use real currency using all the data in an array
How can I predict that the average balance is 5k and corresponds to 70% of the total of all the array?
I was looking at some examples and in the below it can predict what will be the next number of the array in order of 0 to 9
is it possible to learn deeply to predict the average values of an array?
Thanks a lot for the help 👍