Orange (www.ailab.si/orange) is a suite for machine learning and data mining. It can be used though scripting in Python or with visual programming in Orange Canvas using GUI components called widgets. In the demonstration we will show how to easily prototype stateof-the-art machine learning algorithms through Orange scripting, and design powerful and interactive data exploration applications th...

Master of Electrical Engineering Program Cornell University Design Project Report Project Title: ANALYSIS OF ELECTROPHYSIOLOGICAL DATA Author: Wen Fan ([email protected]) Wentao Li ([email protected]) Yiqing Li ([email protected]) Abstract: Data including respiration and neural activity of mice has been acquired in Spike2. The main task for the MEng project is processing the data with Python to...

The context of this work is specification, detection and ultimately removal of harmful patterns in source code that are associated with defects in design and implementation of software. In particular, we investigate five code smells and four antipatterns previously defined in literature. Our inquiry is about detecting those nine design defects in source code written in Python programming langua...

This paper introduces and explores the idea of data poisoning, a light-weight peer-architecture technique to inject faults into Python programs. This method requires very small modification to the original program, which facilitates evaluation of sensitivity of systems that are prototyped or modeled in Python. We propose different fault scenarios that can be injected to programs using data pois...

PANDA (Passing Attributes between Networks for Data Assimilation) is a gene regulatory network inference method that uses message-passing to integrate multiple sources of 'omics data. PANDA was originally coded in C ++. In this application note we describe PyPanda, the Python version of PANDA. PyPanda runs considerably faster than the C ++ version and includes additional features for network an...