Python Machine Learning algorithms based on Numpy, Scipy and MatPlotLib.
Project description
pyLearnAlgorithms - [latest version: 0.3.5]
This package was developed as one of the results of a research project developed at the Federal University of Campina Grande.
Getting Started
Dependencies
You need Python 3.6 or later to use pyLearnAlgorithms. You can find it at python.org.
You also need numpy, scipy and matplotlib packages. If you have pip, just run:
pip install numpy
pip install scipy
pip install matplotlib
Installation
install the package via PiP, use the following command:
pip install pyLearnAlgorithms
Update
To update the package, use the following command via PIP:
pip install --upgrade pyLearnAlgorithms
Remove package
To remove the package, use the following command via PIP:
pip uninstall pyLearnAlgorithms
Features
- [x] Solving linear regression problems
- [x] Solving polynomial regression problems
- [x] Solving logistic regression problems
- [x] Neural network model using logistic regression
- [x] Open data on different formats
- [x] Split data into training, validation and testing
- [x] Several examples available for learning
- [x] Setup with package informations
- [x] License example
- [x] Package based on numpy, scipy and matplotlib
Project details
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Source Distribution
pyLearnAlgorithms-0.3.5.tar.gz
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