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Meng-Chieh Liu's Projects

ai_cup_2022_argument_detection icon ai_cup_2022_argument_detection

This is an NLP task from AI CUP 2022. We redefine this task into an extractive summarization task, which can also be regarded as a sentence classification task. By calculating scores for each sentence, we decompose sentences and recompose sentences with high scores into the arguments.

balancecat icon balancecat

BalanceCat: Your Personal Double Entry Bookkeeping Simplified (Currently no service)

entropy-based-binning icon entropy-based-binning

The function here is designed for binning continuous independent variables, in the way minimizing total entropy of corresponding response. Also this function can plot the change of the entropy in the process.

foodvocate icon foodvocate

An analysis on the cascading behavior between Taiwanese Instagram food bloggers, based on Asynchronous Independent Cascade Model (AsIC) and Influence Maximization Model.

genetic-algorithm icon genetic-algorithm

A simple version of genetic algorithm for feature selection, working with pandas.DataFrame structure, which followed elite strategy and bit string mutation, with multiple fitness type can be chosen.

sdm03-thrifty icon sdm03-thrifty

Thrifty is a platform for integrating the sale of food items that are nearing their expiration date. The goal of this platform is to help reduce food waste and provide affordable food options for consumers.

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