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Don D.M. Tadaya's Projects

bookmarkvalidationservice icon bookmarkvalidationservice

The service will save the file and the submitter’s email address, then kick off a process that parses it and validates all URLs. Dead URLs will be removed, and the resulting HTML file will be returned to the user via the email address provided.

crybot icon crybot

The beginnings of our crypto currency exchange bot.

data-science_large_pack icon data-science_large_pack

This is more of a personal folder of all data science efforts ranging from simple distance analysis to PCA and classification algorithms. Use of Orange-data mining, R, Python, Excel. Overall Objective: counterfeit/anomaly/cross-validation detection with supervised and unsupervised learning methods.

knn icon knn

Use of kNN sklearn component for anomaly detection and cross-validation between 32 classes.

principal-component-analysis-pca-for-counterfeit-detection icon principal-component-analysis-pca-for-counterfeit-detection

Using R (Studio), Python (Spyder), and PCA resources this pack is the effort of detecting anomalous data apart from legitimate instances. The training set contains only a few examples of anomalous data, and sitting alongside a large set of legitimate data, we create a robust PCA method in order strengthen discerning factors against counterfeit data.

supertrendtradingbot icon supertrendtradingbot

A DaScient Capital proprietary project & fully autonomous application of robust technical indicators against publicly traded market data & cryptocurrency blockchain exchange platforms - using python.

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