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- 1Binding
- 1Black-Scholes
- 1Gram-Charlier
- 1Machine Learning Library
- 1Metabolomics
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Investigating the Quality of Bindings for Machine Learning Libraries in Software Package Ecosystems
DownloadFall 2024
Machine learning (ML) has revolutionized many domains, with developers often relying on open source ML libraries to integrate ML capabilities into their projects. However, these libraries primarily support a single programming language, limiting their availability for projects in other languages....
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Spring 2022
Metabolomics, as an interdisciplinary research area, requires the integration of knowledge from different disciplines, such as analytical chemistry, bioinformatics, and statistics. The general workflow of metabolome analysis includes sample preparation, data acquisition, data processing, data...
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Spring 2014
It is well known that the normal return estimation for financial asset prices is defective. In order to find better models to estimate the prices behavior of financial assets, people need probabilistic distribution that can capture fat-tails, non-constant moments, etc. This thesis find some...
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Fall 2009
Black-Scholes Model is a widely used mathematical model for stock price behaviors, of which the return is assumed to be normally distributed. But this 'normally distributed' assumption is doubted and proved to be not true by realistric data. The main goal of this thesis is to explore...