Description:
lpcML 0.0.10
LPC ML
LPC ML is a tool developed in the CiTIUS, USC by the MODEV group for training a multi-layer perceptron (MLP) neural network to optimize and analyze the impact of different design parameters on laser power converters (LPCs) solar cells.
Fig.1: GaAs-based horizontal laser power converter
Data used to feed the neural networks is shared in data/hLPC_GaAS_5W_ml.csv.
Installation
First you need to have installed pip3 on your system. For Ubuntu, open up a terminal and type:
sudo apt update
sudo apt install python3-pip
Installation of lpcML via pip3
Install the tool using pip3:
pip3 install lpcML
and check the library is installed by importing it from a python3 terminal:
import lpcML
Unless an error comes up, LPC ML is now installed on your environment.
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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