{ "metadata": { "name": "", "signature": "sha256:64df9bc532ef4e7bd14f877b519d19dac216a647a3374ec46ece87ff350f0c59" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "code", "collapsed": false, "input": [ "%load_ext load_style\n", "%load_style index.css" ], "language": "python", "metadata": {}, "outputs": [ { "html": [ "" ], "metadata": {}, "output_type": "display_data", "text": [ "" ] } ], "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": {} } ] }