The Python library that makes AI predictions simple.
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 :)
There are examples for both packages numpredict and numgraph in the examples/ directory which you can git clone as shown below.
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!
pypredictor is licensed by Hamd Waseem (hamdivazim) under the Apache License 2.0.