formations/algo/algofundoc/MachineLearning.txt

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2018-08-24 14:09:11 +02:00
Machine learning
=================
Data science (not big data yet)
some links
------------
numpy, scipy, matplotlib... and scikit
https://www.scipy.org/install.html
https://matplotlib.org/
http://scikit-learn.org/stable/
installation
--------------
.. code-block:: python
Python 3.6.5 (default, Apr 1 2018, 05:46:30)
[GCC 7.3.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import sys
>>> print('Python: {}'.format(sys.version))
Python: 3.6.5 (default, Apr 1 2018, 05:46:30)
[GCC 7.3.0]
>>> import scipy
>>> print('scipy: {}'.format(scipy.__version__))
scipy: 0.19.1
>>> import numpy
>>> print('numpy: {}'.format(numpy.__version__))
numpy: 1.13.3
>>> import matplotlib
>>> print('matplotlib: {}'.format(matplotlib.__version__))
matplotlib: 2.1.1
>>> # pandas
...
>>> import pandas
>>> print('pandas: {}'.format(pandas.__version__))
pandas: 0.22.0
>>> # scikit-learn
... import sklearn
>>> print('sklearn: {}'.format(sklearn.__version__))
sklearn
usage
-------
https://machinelearningmastery.com/machine-learning-in-python-step-by-step/