├── .gitignore ├── LICENSE ├── README.md ├── matplotlib └── matplotlib.ipynb ├── numpy └── numpy.ipynb ├── pandas ├── data │ ├── housing.csv │ └── population.csv └── pandas.ipynb ├── pybrain └── neuralnetworks.ipynb ├── requirements.txt ├── scikitlearn ├── classification.ipynb ├── digits.png └── dimensionalityreduction.ipynb └── statsmodels └── regression.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | **.pyc 2 | .ipynb_checkpoints 3 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/README.md -------------------------------------------------------------------------------- /matplotlib/matplotlib.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/matplotlib/matplotlib.ipynb -------------------------------------------------------------------------------- /numpy/numpy.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/numpy/numpy.ipynb -------------------------------------------------------------------------------- /pandas/data/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/pandas/data/housing.csv -------------------------------------------------------------------------------- /pandas/data/population.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/pandas/data/population.csv -------------------------------------------------------------------------------- /pandas/pandas.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/pandas/pandas.ipynb -------------------------------------------------------------------------------- /pybrain/neuralnetworks.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/pybrain/neuralnetworks.ipynb -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/requirements.txt -------------------------------------------------------------------------------- /scikitlearn/classification.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/scikitlearn/classification.ipynb -------------------------------------------------------------------------------- /scikitlearn/digits.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/scikitlearn/digits.png -------------------------------------------------------------------------------- /scikitlearn/dimensionalityreduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/scikitlearn/dimensionalityreduction.ipynb -------------------------------------------------------------------------------- /statsmodels/regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/docmarionum1/python-data-science-primer/HEAD/statsmodels/regression.ipynb --------------------------------------------------------------------------------