"
]
}
],
"prompt_number": 1
},
{
"cell_type": "heading",
"level": 1,
"metadata": {},
"source": [
"[METOCEAN](http://www.metocean.co.nz) talk, 16 February 2015"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"\n",
"\n",
"[Nicolas Fauchereau](mailto:Nicolas.Fauchereau@gmail.com)\n",
"\n",
"\n",
"
"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"\n",
"[https://github.com/nicolasfauchereau/metocean](https://github.com/nicolasfauchereau/metocean)\n",
"
\n",
""
]
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": [
"Some interesting tools"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"+ [runipy (running ipython notebooks from the command line)](./runipy.ipynb)\n",
"+ [conda + anaconda](./conda.ipynb)"
]
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": [
"Some interesting Python libraries"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"+ [pandas](./pandas.ipynb)\n",
"+ [xray](./xray.ipynb)\n",
"+ [statsmodels [+ seaborn]](./statsmodels.ipynb)"
]
},
{
"cell_type": "heading",
"level": 2,
"metadata": {},
"source": [
"Machine Learning in Python: Scikit-learn"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"+ [intro to scikit-learn](./sklearn.ipynb)\n",
"+ Unsupervised Learning: \n",
" + [EOF decomposition](./sklearn_EOF_decomposition.ipynb)\n",
" + [Cluster analysis](./sklearn_kmeans.ipynb)\n",
"+ Supervised Learning:\n",
" + Regression\n",
" + [Classification](./sklearn_classification.ipynb)"
]
}
],
"metadata": {}
}
]
}