Software for the course
How to choose the programming language for the course?
R
- R - r-project.org
Python
- ...
- Scikit-learn - http://scikit-learn.org/stable/
- Pandas, Pandas cheat-sheet
Toolboxes
- Weka - http://www.cs.waikato.ac.nz/ml/weka/
- ML-Demos - http://mldemos.epfl.ch/
- GNU plot - http://www.gnuplot.info/
Dynamic reporting (e.g. for homeworks)
- Jupyter (Python and R) - https://jupyter.org/
- Knitr (R) - http://yihui.name/knitr/
- R Markdown (R) - http://rmarkdown.rstudio.com/
Online demos
- ML Demos
- ML Gallery
- TensorFlow Playground - http://playground.tensorflow.org/
- ScikitLearn - demos - http://scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html