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python implementation of process mining and machine learning algorithm

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Learning-projects

Python implementation of process mining and machine learning algorithm

Process Mining

Correct implementation of the alpha and Alpha plus algorithm , this implementation take as input log files in csv format , and give as output a petri-net generated by graphviz and snakes plugins

Machine learning

Python implementation of multivariate linear regression and logistic regression using gradient descent and conjugate gradient descent , tested with not-mnist datasets and the mnist datasets having an accuracy of more than 91%.