results = pd.DataFrame(rows, columns=["algorithm", "score", "params"])
results = results.groupby("algorithm").max().reset_index()

plot_data = []

bar = go.Bar(
    y = results['score'].tolist(),
    x = results['algorithm'].tolist()
)

plot_data.append(bar)

fig = go.Figure(data=plot_data)
py.plot(fig, filename="base-bar-results.html")



from IPython.display import HTML
HTML(filename="./base-bar-results.html")