Pyamu

Compilation of university tasks and projects done in python.

Installation and Setup Instructions

1. Clone the repository.
2. Download latest python if you haven't already.
3. Pip install required packages.
4. Import pyamu in a separate file and use its functions.

Required packages:

pip install -U numpy
pip install -U pandas
pip install -U pyspellchecker
pip install -U scikit-learn
pip install -U spacy
spacy download fr_core_news_lg

For testing: pip install -U pytest

Tests

To test pyamu simply write pytest in console when inside the directory containing pyamu.py and test_pyamu.py.
You can also test selected parts of pyamu, e.g. pytest -k NaturalLanguageProcessing will only test Natural Language Processing functions.

Functions

Detailed descriptions of the functions can be found in the code comments.

Natural Language Processing

• frLemmatize
• spamClassifier

Neural Networks

• displayGates
• displayGradientMethod
• displayBackPropagation
• displayBoltzmannMachine

Combinatorial Algorithms

• lexicalOrder
• bijectionSubsets
• lexicalPosition
• lexicalSubsetFromPosition
• lexicalOrderRecursive
• grayOrder
• grayRank
• graySubsetFromRank
• kSubsetSuccessor
• kSubsetRank
• kSubsetFromRank
• subsetDivision
• rgfFunction
• rgfDivision
• rgfGenerate
• permutationSuccessor
• permutationRank
• permutationFromRank
• numDivision
• conjugateDivision
• allDivisions
• prufer
• fromPrufer
• pruferRank
• pruferFromRank
• prim