Menghan WangOCR Tools in Python: Azure Vision and TesseractOptical Character Recognition (OCR) is a technology that enables computers to read text from images. OCR tools have become increasingly…Sep 25, 2023Sep 25, 2023
Menghan WangHow ChatGPT changes our life?ChatGPT has been under the spotlight in recent times, garnering significant attention from people across the world. In this article, I will…Mar 18, 2023Mar 18, 2023
Menghan WangHow to customize my plot with Matplotlib?Matplotlib is a powerful data visualization library in Python that offers many customization options for plotting. In this post, I will…Mar 17, 2023Mar 17, 2023
Menghan WangDo’s and Don’t of Being a PhD studentsIn this article, I share Prof. Michael S. Weisbach’s advice to PhD students with you.Dec 22, 20221Dec 22, 20221
Menghan WangEvaluate Performance of Classification Models and its Visualization in PythonIf you are developing models to deal with classification problem, you probably have heard metrics like accuracy, precision, recall…Nov 26, 2022Nov 26, 2022
Menghan WangGloVe: Model Structure and Python ImplementationGloVe (Global Vectors) was proposed by Pennington, Socher, and Manning in 2014. It is a new global log-bilinear regression model that…Nov 24, 2022Nov 24, 2022
Menghan WangWord2Vec: Model Structure and Python ImplementationWord2Vec was first published by Mikolov et al. in 2013. As its name implied, Word2Vec maps words to continuous vector representations. In…Nov 21, 2022Nov 21, 2022
Menghan WangNLP in Finance and AccountingIn this post, I would like to summarize the current application of NLP in finance and accounting research, with a focus on how different…Nov 20, 2022Nov 20, 2022