Code collection of assignments, practice, etc. in graduate school lectures
- week2
week2_postagging
- Korean corpus postagging practice
- week3
week3_network
- network analysis
- week5
week5_TFIDF
- TF-IDF % countvectorize
- week6
week6_word2vec
- word2vec
- week7
week7_tokenizer
- tokenizer by keras
- week8
week8_clustering
- clustering
- week10
week10_webcrawling
- webcrawling by selenium
- week12
week12_sequence_RNN
- Sequnce & RNN modeling by keras
- week13
week13_transformer_attention
- Transformer & attention modeling by keras
- week2
week2_assignment_온도변환
- Temperature conversion
- week3
week3_assignment_이진수,숫자찾기,구구단,평균
- binary conversion, number finding, continuous multiplication, average finding
- week4
week4_assignment_단어카운팅
- txt file read and word counting
- week6
week6_assignment_딕셔너리,람다식
- dictionary and lambda expression
- week10
week10_assignment_pandas
- pandas
- week11
week11_assignment_keras
,week11_assignment_pytorch
- MLP Implementation through keras and pytorch
- week12
week12_assignment_crawling
- website crawling
- Assignment1
DS_Assignment_01.ipynb
- loading and utilizing csv files
- Utilizing re library, finding sentence through regular expressions
- Find a Student with a B grade
- Creating a dictionary from a log history file
- Assignment2
DS_Assignment_02.ipynb
- The Basics of Pandas handling
- Assignment3
DS_Assignment_03.ipynb
- Interpreting time series graphs and visualizations
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Assignment1
HW01.py
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Assignment2
HW02.py
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Assignment3
HW03.py
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Assignment4
HW04.py
- Assignment1
Assignment1_FNN.ipynb