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Scientific topics: Natural language processing  or Mathematics 


DE-Sim examples, tutorials, and documentation

DE-Sim is an open-source, Python-based object-oriented discrete-event simulation (DES) tool that makes it easy to use large, heterogeneous datasets and high-level data science tools such as NumPy, Scipy,...

Scientific topics: Computational biology, Mathematics, Computer science, Simulation experiment

Operations: Visualisation, Modelling and simulation

Keywords: data-driven modeling, Computational modelling, discrete-event simulation, DES, object-oriented programming, Python, data visualization, Data Science

Resource type: examples, Tutorial, Jupyter notebook, API reference

MATHEMATICS BOOT CAMP: Introduction to Complex Systems Tools

This intensive course is to provide students with the prerequisites - some conceptual background and sufficient working knowledge of mathematics - necessary to master the mathematically based graduate courses at the Center for Complex Systems & Brain Sciences. By no means it is intended to...

Scientific topics: Computational biology, Mathematics

Keywords: ComputationalBiology, Neuroscience, complex systems, Mathematics

Resource type: Notes, Scripts

Text-mining exercises

Hands-on exercises using a variety of text-mining tools and databases based on text mining, to interpret the results from microbiome studies.

The exercises will teach you how to:

  • automatically highlight named entities in a web page
  • use named entity recognition for synonym-aware...

Scientific topics: Data mining, Natural language processing, Metagenomics, Microbial ecology