Implemented the plotting of ensemble methods with model contributions #789
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Implemented a plotting method for the model_contributions. The file is a standalone file named model_contributions_plot.py in the examples folder. It goes over the benchmark_results/cache/ensemble_contributions... parquets and retrieves the first 6h of each file. Concatenates these results into one df for plotting.
Interactive visualisations:
Outputs to HTML for sharing and viewing