Play with Seaborn
Seaborn is a Python visualization library based on matplotlib. It provides with themes, color palettes, and high-level built-in plot patterns to prettify your statistical graphics. But it’s not omnipotent as well.
More …Installing xgboost and LightGBM on Mac OSX
Installing xgboost and LightGBM on Mac OSX can be tedious and horrifying for someone like me who’s not familiar with compilers.
More …gc.collect()
Boosting algorithms, such as LightGBM and XGBoost, are taking over now in Kaggle machine learning competitions and industrial tasks at scale. It’s now really simple to perform a machine learning study powered by these advanced algorithms, but it comes with significant memory cost.
More …Topic Modeling of Venetian Ambassador Reports
In this work we conducted stylometry analysis and topic modeling on 22 reports from Venetian Ambassador in England. The 22 reports explored a time range from 1489 to 1763, so language style and topics could vary during the timespan.
More …Hilary Clinton Mails Deciphered
In this work I performed wordcloud visualization, sentiment analysis and topic modeling on the much anticipated database of Hilary Clinton’s leaked mails.
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