Scientific Computation and Data Analysis
Docklet supports scientific computation and data analysis mainly by two languages Python and R, as well as plentiful packages. Most work can be done in Jupyter Notebook, including data visualization, with only a browser.
There are many articles in the WEB about how to use Pyton and R do big data processing, scientific computing, machine learning and deep learning, natural language processing, statistics, data mining, graph processing, data visualization, etc. In these articles, what is valuable to novice users is what packages can be used in what kind of tasks.
Though many visualization and IDE packages need to run in local
OS, most packages in Docklet can run in Jupyter Notebook as Web app.
Users can use
pip or other tools to install those packages needed.
The list of Python and R packages in Docklet: