Artificial Intellgence for Text Mining

For 2018 to 2021, I started to teach AI on NLP and text mining for China's learners.

These are source codes for the previous lessons.

Name		Name	Last commit message	Last commit date
2017-autumn		2017-autumn
2018-autumn		2018-autumn
2019-autumn		2019-autumn
2019-spring		2019-spring
2019-summer		2019-summer
2020-MSRA-union-course-spring/programming-ability-testing		2020-MSRA-union-course-spring/programming-ability-testing
2020-spring		2020-spring
adventofcode2018		adventofcode2018
entrance-test		entrance-test
numpy-pandas-sci-computing		numpy-pandas-sci-computing
open-courses		open-courses
pre_requesiste_problems		pre_requesiste_problems
.gitignore		.gitignore
Lecture-01.ipynb		Lecture-01.ipynb
Lecture-02.ipynb		Lecture-02.ipynb
Lecture-02.pdf		Lecture-02.pdf
Lecture-04-NerualNetworks-DeepLearning.ipynb		Lecture-04-NerualNetworks-DeepLearning.ipynb
Lecture-04.pdf		Lecture-04.pdf
Lecture-18-AutoSummarization-Example.ipynb		Lecture-18-AutoSummarization-Example.ipynb
Lecture3.pdf		Lecture3.pdf
Lecture6.pdf		Lecture6.pdf
Lecuter-18-AutoSummarizaiton.pdf		Lecuter-18-AutoSummarizaiton.pdf
README.md		README.md
Syntax-Parsing-For-Dialogue.ipynb		Syntax-Parsing-For-Dialogue.ipynb
Tensorflow-Keras.ipynb		Tensorflow-Keras.ipynb
lecture-1-intro.pdf		lecture-1-intro.pdf
lecture10-12-RNN.pdf		lecture10-12-RNN.pdf
python advanced topic.ipynb		python advanced topic.ipynb
tensorflow_graph_computing_example.py		tensorflow_graph_computing_example.py
tensorflow_session_example.ipynb		tensorflow_session_example.ipynb
test.txt		test.txt

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