vidits-kth / py-itpp

Python wrapper library for signal processing and communications research

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py-itpp

Python wrapper library for signal processing and communications research.

Description

py-itpp is a set of Python wrappers over the open source IT++ library (which is written in C++). The wrappers are built using PYBIND11 and compile to a shared library that can be imported into Python. The py-itpp data structures can be easily converted to Numpy ndarrays for further processing and plotting. In addition to fast prototyping for signal processing and communications research, py-itpp is motivated by research into machine learning for communication systems.

Support

As of v0.0.3, only Python3 is supported.

Docker

py-itpp is available as a public Docker image hosted at vidit13/py-itpp .

Installation

pip3 install pybind11

Re-open the terminal.

git clone https://github.com/vidits-kth/py-itpp.git
cd py-itpp  
./install_prerequisites_python3.sh  
make install  
pip3 install -e .  

Re-open the terminal.

Usage

import itpp
a = itpp.vec('0:10:100')  
print(a)  

More info, examples, etc.

Examples: https://github.com/vidits-kth/py-itpp/tree/master/examples

Projects using py-itpp

https://github.com/lpkg/LinkAdaptationCSI
https://github.com/vidits-kth/contextual-mab-link-adaptation
https://github.com/vidits-kth/py-radio-autoencoder

About

Python wrapper library for signal processing and communications research

License:MIT License


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Language:C++ 96.7%Language:Python 2.0%Language:Makefile 1.1%Language:Shell 0.2%