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This course comprises of a 2 SWS lecture and a 2 SWS exercise class in English, generally for Bachelor students (ESE und IEMS). This repository stores the source code that is required for the Algorithms and Data Structures course containing source code and images for the lecture and the exerc...
22. What are some of the properties of clustering algorithms? Any clustering algorithm, when implemented will have the following properties: Flat or hierarchical Iterative Disjunctive 23. What is collaborative filtering? Collaborative filtering is an algorithm used to create recommendation systems based ma...
Document databases.They store data elements in document-like structures, using formats such as JSON, BSON and XML. Examples ofdocument databasesinclude Amazon DocumentDB, Couchbase Server, CouchDB and MongoDB. Graph databases.They connect data "nodes" in graph-like structures to emphasize the...
Although there exist few proposals of data structures for temporal graphs based on adjacency lists [6] and in distributed environments [7], [8], they have focused on improving time performance for complex algorithms on temporal graphs, overlooking their space cost. Compact and self-indexed data ...
Data Visualization:Create shot maps using Python or Power BI to visualize where shots are taken and their success rates. Shot map from Georgia vs Turkiye (Euros 2024) A simple wayto plot a shot map, like the one above,would beas follows: ...
Data cubes are a software structure, manipulated by business intelligence software, that provides rapid and easy access to very large collections of dimensional data, based on often terabyte-sized fact tables. Slowly changing dimensions are a family of uni-temporal structures which provide limited supp...
Instead, data science presents businesses with advanced, complex algorithms and other tools for analyzing, cleansing, processing, and extracting meaningful insights from data. Data science is not one tool, skill, or method. Instead, it is a scientific approach that uses applied statistical and...
(AFLOW, Materials Project, etc.) on a common ground. In practice, MDO connects calculated structures with the calculated properties and the physical model adopted to calculate structures and properties. Furthermore, the provenance for each calculation, is also represented in MDO. It has recently ...
D-Tale is the combination of a Flask back-end and a React front-end to bring you an easy way to view & analyze Pandas data structures. It integrates seamlessly with ipython notebooks & python/ipython terminals. Currently this tool supports such Pandas objects as DataFrame, Series, MultiIndex,...