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Marek Novotný's Projects

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

model-driven-pretty-printer-for-xtext-framework icon model-driven-pretty-printer-for-xtext-framework

The domain-specific language allows for describing problems of a concrete domain, for which the language is created. This fact implies that a number of languages of this kind grows with a number of problem domains. The use of domain-specific languages brings a necessity to pretty-print these languages, where the concept of pretty-printing consists of code formatting and syntax highlighting. One of tools that allow for creating domain-specific languages is the Xtext framework, which offers only a limited range of tools that are able to define a configuration for pretty-printing. Moreover, these tools are hardly understandable because they are confusing and requires knowledge of Xtext’s internals. Thus this project introduces a new way of pretty-printing domain-specific languages. The way is based on declarative definition of formatting rules. Furthermore, this project helps a user to create formatting rules by utilizing nontrivial heuristics.

spark-hofs icon spark-hofs

Scala API for Apache Spark SQL high-order functions

spline icon spline

Data Lineage Tracking and Visualization tool for Apache Spark ™

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