Skip to content

DOC: Update ecosystem.rst: Add IDE, IPython, qgrid, Spyder, API, quandl, Out-of-core, Blaze #8507

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Oct 13, 2014
Merged

DOC: Update ecosystem.rst: Add IDE, IPython, qgrid, Spyder, API, quandl, Out-of-core, Blaze #8507

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
90 changes: 78 additions & 12 deletions doc/source/ecosystem.rst
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,7 @@ tools in the PyData space.
We'd like to make it easier for users to find these project, if you know of other
substantial projects that you feel should be on this list, please let us know.


.. _ecosystem.stats:

Statistics and Machine Learning
Expand All @@ -34,7 +35,8 @@ Statsmodels leverages pandas objects as the underlying data container for comput
`sklearn-pandas <https://github.com/paulgb/sklearn-pandas>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Use pandas DataFrames in your scikit-learn ML pipeline.
Use pandas DataFrames in your `scikit-learn <http://scikit-learn.org/>`__
ML pipeline.



Expand All @@ -43,12 +45,13 @@ Use pandas DataFrames in your scikit-learn ML pipeline.
Visualization
-------------

`Vincent <https://github.com/wrobstory/vincent>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
`Bokeh <http://bokeh.pydata.org>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The `Vincent <https://github.com/wrobstory/vincent>`__ project leverages `Vega <https://github.com/trifacta/vega>`__
(that in turn, leverages `d3 <http://d3js.org/>`__) to create plots . It has great support
for pandas data objects.
Bokeh is a Python interactive visualization library for large datasets that natively uses
the latest web technologies. Its goal is to provide elegant, concise construction of novel
graphics in the style of Protovis/D3, while delivering high-performance interactivity over
large data to thin clients.

`yhat/ggplot <https://github.com/yhat/ggplot>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Expand All @@ -70,13 +73,63 @@ to cover. The `Seaborn <https://github.com/mwaskom/seaborn>`__ project builds on
and `matplotlib <http://matplotlib.org>`__ to provide easy plotting of data which extends to
more advanced types of plots then those offered by pandas.

`Bokeh <http://bokeh.pydata.org>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
`Vincent <https://github.com/wrobstory/vincent>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

The `Vincent <https://github.com/wrobstory/vincent>`__ project leverages `Vega <https://github.com/trifacta/vega>`__
(that in turn, leverages `d3 <http://d3js.org/>`__) to create plots . It has great support
for pandas data objects.


.. _ecosystem.ide:

IDE
------

`IPython <http://ipython.org/documentation.html>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

IPython is an interactive command shell and distributed computing
environment.
IPython Notebook is a web application for creating IPython notebooks.
An IPython notebook is a JSON document containing an ordered list
of input/output cells which can contain code, text, mathematics, plots
and rich media.
IPython notebooks can be converted to a number of open standard output formats
(HTML, HTML presentation slides, LaTeX, PDF, ReStructuredText, Markdown,
Python) through 'Download As' in the web interface and ``ipython nbconvert``
in a shell.

Pandas DataFrames implement ``_repr_html_`` methods
which are utilized by IPython Notebook for displaying
(abbreviated) HTML tables. (Note: HTML tables may or may not be
compatible with non-HTML IPython output formats.)

`quantopian/qgrid <https://github.com/quantopian/qgrid>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

qgrid is "an interactive grid for sorting and filtering
DataFrames in IPython Notebook" built with SlickGrid.

`Spyder <https://code.google.com/p/spyderlib/>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Spyder is a cross-platform Qt-based open-source Python IDE with
editing, testing, debugging, and introspection features.
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

can u add an ipython section here as well

Copy link
Contributor Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

nested or top-levle?

Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

same level is ok

Spyder can now introspect and display Pandas DataFrames and show
both "column wise min/max and global min/max coloring."


.. _ecosystem.api:

API
-----

`quandl/Python <https://github.com/quandl/Python>`_
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Quandl API for Python wraps the Quandl REST API to return
Pandas DataFrames with timeseries indexes.

Bokeh is a Python interactive visualization library for large datasets that natively uses
the latest web technologies. Its goal is to provide elegant, concise construction of novel
graphics in the style of Protovis/D3, while delivering high-performance interactivity over
large data to thin clients.

.. _ecosystem.domain:

Expand All @@ -97,3 +150,16 @@ xray brings the labeled data power of pandas to the physical sciences by
providing N-dimensional variants of the core pandas data structures. It aims to
provide a pandas-like and pandas-compatible toolkit for analytics on multi-
dimensional arrays, rather than the tabular data for which pandas excels.


.. _ecosystem.out-of-core:

Out-of-core
-------------

`Blaze <http://blaze.pydata.org/>`__
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Blaze provides a standard API for doing computations with various
in-memory and on-disk backends: NumPy, Pandas, SQLAlchemy, MongoDB, PyTables,
PySpark.