The Python library that makes AI predictions simple.
Project description
pypredictor
The Python library that makes AI predictions simple.
View the GitHub Page
What can it do?
pypredictor uses an RNN (Recurrent Neural Network) to predict the next n numbers in a sequence. As an example, using this code:
pred = NumPredictor(500)
print(pred.predict([1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 5, 3))
pypredictor generated the following output, which is quite accurate:
[10.969043, 11.950292, 12.920968, 13.859894, 14.789316]
pypredictor also has the ability to generate a pandas DataFrame and a seaborn line graph, from an initial sequence/DataFrame which you provide.
Plus, there are examples in the examples/ directory, so you can take a look for yourself :)
How to install
Install via pip:
$ pip install pypredictor
To get examples, clone this repository and enter pypredictor/examples:
$ git clone https://github.com/hamdivazim/pypredictor.git
$ cd pypredictor/examples
anaconda support hopefully coming soon!
License
pypredictor is licensed by Hamd Waseem (codingboy_CW) under the Apache License 2.0.
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