Chart signal forcasting using Machine Learning
Budget: $200 – $300 USD
I am looking to train a model to forecast a signal. Ideally using TensorFlow.
I will provide a CSV file that contain 3 frequencies of modulated signal that all has a correlation between each other that the AI will have to learn..
You will need to import the data from a CSV file, choose random locations in the CSV file, to take a small snapshot of "recent data" to train a model to "forecast" the targeted frequency.
I would like that you provide a tool to training and generate the model by using the provided CSV file.
I also want a tool to test and use the AI so I can provide a small snapshot of the 3 frequencies in a CSV file, and it can generate the forecast the target frequency.
If the AI works work well, the project will have a second milestone to training other frequencies of the same signal. To improve the AI with modulation variations.
My project is done in C#. If this forecast works well, I will eventually use Microsoft ML.NET by importing the model created for TensorFlow. ML.NET can use TensorFlow models so that why TensorFlow is my preference platform.
I will provide a CSV file that contain 3 frequencies of modulated signal that all has a correlation between each other that the AI will have to learn..
You will need to import the data from a CSV file, choose random locations in the CSV file, to take a small snapshot of "recent data" to train a model to "forecast" the targeted frequency.
I would like that you provide a tool to training and generate the model by using the provided CSV file.
I also want a tool to test and use the AI so I can provide a small snapshot of the 3 frequencies in a CSV file, and it can generate the forecast the target frequency.
If the AI works work well, the project will have a second milestone to training other frequencies of the same signal. To improve the AI with modulation variations.
My project is done in C#. If this forecast works well, I will eventually use Microsoft ML.NET by importing the model created for TensorFlow. ML.NET can use TensorFlow models so that why TensorFlow is my preference platform.