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Milesh Shah's Projects

augur icon augur

Python library and web service for GitHub Health and Sustainability metrics.

cryotherapy_logistic_regression icon cryotherapy_logistic_regression

In this project, we will use a dataset from : 1. F. Khozeimeh, R. Alizadehsani, M. Roshanzamir, A. Khosravi, P. Layegh, and S. Nahavandi, 'An expert system for selecting wart treatment method,' Computers in Biology and Medicine, vol. 81, pp. 167-175, 2/1/ 2017. 2. F. Khozeimeh, F. Jabbari Azad, Y. Mahboubi Oskouei, M. Jafari, S. Tehranian, R. Alizadehsani, et al., 'Intralesional immunotherapy compared to cryotherapy in the treatment of warts,' International Journal of Dermatology, 2017, DOI: 10.1111/ijd.13535 3. Intralesional immunotherapy with Candida antigen compared to cryotherapy in the treatment of warts. M Teimoorian, F Khozeimeh, P Layegh, R Alizadehsani American Academy of Dermatology, 2016 . This dataset will be used to train a logistic regression model in python to predict the outcome of a cryotherapy treatment.

multilayerneuralnetwork icon multilayerneuralnetwork

In this project, we use the numpy library to create a class that will serve as a prediction model. The model is neural network and this project provides methods that can add as many layers to the neural network as the programmer wants.

pixelsmash icon pixelsmash

Capstone Project - Web-based Super Smash Brothers inspired fighting game

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