unerue/snippet

You are my snippet~

The repository contains all the Python snippets that can be useful while doing hangdling dataset, operations research, metaheuristics, visualization, writing paper, machine learning and doing Kaggle competitions.

Dependencies

snippet requires:

• Python (>= 3.7.4)
• NumPy (>= 1.16.5)
• pandas (>= 0.25.1)
• matplotlib (>=)
• seaborn (>=)

Visualization

1. Bar Chart - bar-chart.ipynb
2. Grid Plots - grid-plot.ipynb
3. Radar Chart - radar-chart.ipynb

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Handling Dataset

1. Missing values
   • handling_dataset.ipynb
   • groupby_imputer.py
2. FeatureSelector - feature_selector.py
3. CategoricalEncoder - categorical_encoder.py

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Machine Learning Tools