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hswang108's Projects

leven icon leven

Source code and dataset for ACL2022 Findings Paper "LEVEN: A Large-Scale Chinese Legal Event Detection dataset"

library-- icon library--

The papers and books I've read or am about to read.

lit icon lit

math / AI / NLP / programming books and papers

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

mathematical-methods-in-deep-learning-ipython icon mathematical-methods-in-deep-learning-ipython

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

mml-companion icon mml-companion

This is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.

models icon models

Models and examples built with TensorFlow

mrt_prediction icon mrt_prediction

To predict the crowd flow of Taipei MRT on a given day, given time, at a given station.

ms-dos icon ms-dos

The original sources of MS-DOS 1.25 and 2.0, for reference purposes

mycis icon mycis

MYCIS:健保西醫診所資訊系統(MY Clinical Information System),以 Python 開發。

nccu-r-workshop icon nccu-r-workshop

從入門到上手 - R語言集訓班,2016/10/03(一) - 2016/10/31(一)

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