Institut des Algorithmes du Sénégal

Python Machine Learning Jupyter Notebooks (IAS website)

Algorithmes du Sénégal (Follow IAS on LinkedIn)

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Requirements

• Python 3.6+
• NumPy (pip install numpy)
• Pandas (pip install pandas)
• Scikit-learn (pip install scikit-learn)
• SciPy (pip install scipy)
• Statsmodels (pip install statsmodels)
• MatplotLib (pip install matplotlib)
• Seaborn (pip install seaborn)
• Sympy (pip install sympy)
• Flask (pip install flask)
• WTForms (pip install wtforms)
• Tensorflow (pip install tensorflow>=1.15)
• Keras (pip install keras)
• pdpipe (pip install pdpipe)

Tutorial on Pandas and Numpy

Jupyter notebooks covering a wide range of functions and operations on the topics of NumPy, Pandans, Seaborn, Matplotlib etc.

• Detailed Pandas operations