8 Default Applications in Anaconda Environment

Ashish Patil

JUPYTER NOTEBOOK:

Jupyter Notebook Description

The Jupyter Notebook is an open-source web application that allows creating and distributing documents that consists of various mathematical expressions, visualizations and rich text.
Jupyter Notebook is capable for various operations like data cleaning and transformation, statistical modeling and machine learning.
Jupyter Notebook is also used to present plots that are out-turn of running code cells.
Jupyter Notebook is very adaptable tool that is used to create readable analyses as keeping code, images, and equations together is very simpler in it.
Jupyter Notebook runs on a web browser which could be provided on your local machine or on a remote server.

JupyterLab Notebook Description

JupyterLab is a web-based interactive development environment which is used for Jupyter notebooks and data and custom modules in an integrated and extendable manner.
JupyterLab has various features like handling kernels and terminals and rapid CSV file viewer.
JupyterLab is adaptable as it is used to configure and set out the interface to support a various kinds of functions in data science and machine learning applications.
JupyterLab is flexible and modular because it writes plugins that add new modules and combine with existing ones.
JupyterLab offers improved support for third party extensions.

Spyder Scientific computing python IDE

Spyder is a scientific environment written in Python that helps in advanced editing and analysis.
Spyder uses all the IPython magic commands and can manage configurations for command-line options and console etc.
Spyder has multiple features like advanced editing, debugging, interactive execution, and beautiful visualization capabilities of a scientific package.
Spyder can also be used as a PyQt5 extension library, which is used by developers to setup upon its functionality and embed its modules.
Spyder also works in static code analysis and has a capability to search and modify variables.

VS code(Visual Studio Code)

Visual Studio Code is a code editor that is optimized for building, code completion and debugging
VS Code is flexible and personalized and working with Git and other SCM providers become easier.
VS Code is allows you to modify the theme, keyboard shortcuts and install extensions.
Visual Studio Code can be used along with various programming languages like java, JavaScript and C++ etc.
Visual Studio Code includes multiple extensions for FTP that allows the software to be used as a free alternative for web development.

Glueviz Description

Glueviz helps in multidimensional data visualization across files, uses flexible linking across data and also has full scripting capability.
Glueviz has multiple features like Linked Statistical Graphics, Flexible linking across data and Full scripting capability.
Glueviz allows user to easily investigate information across datasets and even separate files.
Glueviz enables the user to interactively explore subsets of data across visualizations and datasets. This is supported by two features: brushing and linking.
Glueviz is used to create a simple interface that can manipulate a lot of information. It is a multidisciplinary tool that consists of multiple applications being used in like on astronomy field, medical field, and many other kinds of data.

Orange Description

Orange3 is an Open source machine learning and data visualization toolkit for novice and expert users and it is also used for Interactive data analysis.
Orange3 has a canvas interface in which the user places widgets and creates a data analysis workflow.
Orange3 also offers basic functionalities such as reading the data, selecting features, comparing learning algorithms, visualizing data elements etc.
Orange3 consists of various other applications like in education field, in Text mining, for geospatial data and network analysis and many more.
Orange3 consists of various data exploration, preprocessing and modeling techniques.

R Studio

R Studio is an IDE that consists of a console and syntax-highlighting editor that allows direct code execution and various tools for plotting and work space management.
R studio brings the workflow together and also has excellent authoring and debugging.
R Studio allows fast navigation to files and functions and also includes multiple coding tools which are used to enhance productivity.
R Studio supports authoring HTML, PDF, Word Documents and has integrated support for Git and Subversion.
R Studio runs on most desktops and is easily acquired over the web which makes simpler to start new or find existing projects.

QT Console(Ipython Console)

QT Console is an application that provides a number of improvements, such as inline figures, multi-line editing with syntax highlighting, and much more.
QT Console has various features like embedded figures and has hand-coded emacs-style bindings for text navigation.
QT Console supports in saving the existing session as either HTML or XHTML and also used in process management.
QT Console also offers a block indent and unindent feature, allowing an entire selection to be indented or unindented at once.
QT Console can be integrated with any editor, that allows you to assemble your very own Spyder or MATLAB-like IDE.
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