Requirements:
- PYTHON 3
- Basic librairies included in anaconda package : pandas, numpy, sklearn, matplotlib, mpl_toolkits
datasets are in ./data folder
Codes are in ./src folder :
Separate codes :
. /src/decision-trees.py : part with decision trees code . /src/neural-nets.py : part with neural nets code . /src/boosting.py : part with boosting code . /src/svm.py : part with svm code . /src/knn.py : part with knn code
Optional Notebook :
. /src/AS1-Supervised-Learning.ipynb : Complete jupyter-notebook . /src/AS1-Supervised-Learning.py : Complete notebook in python file