Airline Passengers Prediction Using My Stochastic Time Series Algorithm From Scratch in Python

Author(s): Ashutosh Malgaonkar

Originally published on Towards AI.

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Github link to my code:

https://github.com/ashm212/Stochastic-Time-Series/blob/122ef2e5ce861d3a97db6be633799317be91e892/Stochastic_Time_Series.ipynb

a. Input to dataframe

b. Programming the Magnitude

c. Programming the Direction Probability

d. Programming the Stochastic Prediction

I accessed the data using a Kaggle API. This part is code from StackOverflow from an individual who shared the general steps on how to access Kaggle data. I am citing the link to his code, but I will also walk through it in this article the details. These steps are fairly normal for any dataset.

https://colab.research.google.com/drive/1DofKEdQYaXmDWBzuResXWWvxhLgDeVyl

Now, let… Read the full blog for free on Medium.

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Published via Towards AI