Integrating Machine Learning in Jupyter Notebooks

Toolkit for Multivariate Data Analysis (TMVA) is a framework (part of data analysis framework ROOT) which contains ML packages, frequently used by high-energy physicists in searches for new particles. Project's goal is to make TMVA more integrated in Jupyter notebook environment. First step in this road is implementing JavaScript visualization for a list of features currently available in the TMVA Graphical User Interface. In this project also will be implemented interactive feature engineering and interactive training mode using JavaScript in front end. These completions of TMVA not only make TMVA well integrated in notebook environment, but also provides better usability, better user experience and make easier to produce better results with less effort.