The “mysterious Universe” data science project¶

Welcome to the docs. I hope these are informative enough.

Tutorial¶

This demonstrates how to use the DeepThought class to deal with your personal philosophical issues.

Initial steps¶

First, let us import the what we need.

[1]:

import sys
sys.path.append('../src')

from features import computer

We will be using an instance of the special computer named DeepThought

[2]:

thinker = computer.DeepThought()

Finding the answer¶

The answer for “Ultimate Question of Life, the Universe, and Everything” can be easily computed.

[3]:

thinker.get_the_answer()

[3]:

Finding the question¶

The frustrating thing about finding the answer to “Ultimate Question of Life, the Universe, and Everything” is that “the Question” is actually a harder problem.

For those in a hurry¶

If you don’t too much time in your hands, you can get away with “a question” (which may or may not be the right one). This can be done using the following method:

[4]:

thinker.get_a_question()

[4]:

'What do you get if you multiply six by nine?'

Note that this may change if re-executed… therefore, we added the tag: ``nbval-ignore-output`` to it

[5]:

thinker.get_a_question()

[5]:

'How many roads must a man walk down?'

For those with time¶

You may want to execute the following command to get a definite answer…

[6]:

thinker.get_the_question()

This may take some time...
...

---------------------------------------------------------------------------
KeyboardInterrupt                         Traceback (most recent call last)
<ipython-input-6-8fb74e69032b> in <module>
----> 1 thinker.get_the_question()

~/notebooks-for-docs-and-tests-demo/src/features/computer.py in get_the_question(self)
     52             print('This may take some time...')
     53             print('...')
---> 54             time.sleep(10)
     55
     56         return thingy.something

KeyboardInterrupt:

The above execution was interrupted due to the demo’s time constraints.

To to prevent it from entering the validation, we added the tag ``nbval-skip`` to it.

src package¶

Subpackages¶

src.data package¶

Submodules¶

src.data.make_dataset module¶

src.features package¶

Submodules¶

src.features.build_features module¶

src.features.computer module¶

class src.features.computer.DeepThought(questions=None)[source]¶

Bases: object

Designed to allow better examining the “Ultimate Question of Life, the Universe, and Everything” [1]

1

Adams, “The Hitchhiker’s Guide to the Galaxy”

Parameters: questions (list) – Optional list of potential “Ultimate Questions..”. If absent, common sense will be used.

get_a_question()[source]¶

Finds a (possible) “Ultimate Question of Life, the Universe, and Everything”

Note

This may or may not be satisfying… but it is a bit better than waiting.

Returns: question – A… question!
Return type: str

get_the_answer()[source]¶

Finds the answer for the “Ultimate Question of Life, the Universe, and Everything”!

The “mysterious Universe” data science project¶

Tutorial¶

Initial steps¶

Finding the answer¶

Finding the question¶

For those in a hurry¶

For those with time¶

src package¶

Subpackages¶

src.data package¶

Submodules¶

src.data.make_dataset module¶

src.features package¶

Submodules¶

src.features.build_features module¶

src.features.computer module¶

src.features.thingy module¶

src.models package¶

Submodules¶

src.models.predict_model module¶

src.models.train_model module¶

src.visualization package¶

Submodules¶

src.visualization.visualize module¶

Indices and tables¶