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README

Beginner's Guide to Machine Learning Competitions, PyTexas 2015, Tutorial

Setup

git clone https://github.com/chdoig/pytexas2015-ml.git
cd pytexas2015-ml
  • Option A: Anaconda

If you don't have Anaconda installed, you can install it from here.

If you already have Anaconda installed, make sure to update both conda and the dependencies to the latest versions, by running:

conda update conda
conda install pandas
conda install numpy
conda install scikit-learn
conda install jupyter
conda install matplotlib
conda install seaborn
conda install ggplot
  • Option B: Miniconda or Conda Environments

If you want one the following:

  • a lightweight alternative to Anaconda, you can install Miniconda from here.

or

  • isolate this tutorial dependencies from your default Anaconda by using conda environments.

Follow this commands after cloning this repository:

cd pytexas2015-ml
conda env create

If you are running Linux or OS X run:

source activate pytexas-ml

If you are running Windows, run:

activate pytexas-ml
  • Option C: Alternative setup

Install the following dependencies with the package manager of your choice, e.g. pip.

Dependencies: - pandas - numpy - scikit-learn - jupyter - matplotlib - seaborn - ggplot

Competition

https://www.kaggle.com/c/word2vec-nlp-tutorial/data

Data

Download the datasets from here: