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Sarath Bramanandan's Projects

craft icon craft

Craft for the text detection in the invoice images

discopy icon discopy

a toolbox for computing with monoidal categories

home-loan-prediction icon home-loan-prediction

Company wants to automate the loan eligibility process (real time) based on customer detail provided while filling online application form. These details are Gender, Marital Status, Education, Number of Dependents, Income, Loan Amount, Credit History and others. To automate this process, they have given a problem to identify the customers segments, those are eligible for loan amount so that they can specifically target these customers. Here they have provided a partial data set. Loan prediction is a very common real-life problem that each retail bank faces atleast once in its lifetime. If done correctly, it can save a lot of man hours at the end of a retail bank. Both the train and test dataset has been taken from Kaggle.

hypothesis_testing icon hypothesis_testing

To find out the interpretations and conclusions from the data(statistics) we use the null hypothesis.

pytket icon pytket

Python module for interfacing with the CQC t|ket> library of quantum software

qiskit icon qiskit

Qiskit is an open-source framework for working with noisy quantum computers at the level of pulses, circuits, and algorithms.

qnlp icon qnlp

ICHEC Quantum natural language processing (QNLP) toolkit

sktime icon sktime

A unified toolbox for machine learning with time series

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