from statsmodels.sandbox.stats.multicomp import multipletests
p_adjusted = multipletests(pvals, alpha=.05, method='bonferroni')
print(p_adjusted[0])
print(p_adjusted[1])

[ True False False False False]
[0.05 0.25 0.5  1.   1.  ]