343 IMLP (CSIE) 作業資料夾 - 僅列作業ipynb檔

[HW 1]

• Unit 1 :
  • https://github.com/ellen25719/IMLP343/blob/main/Unit01/Unit01_Crash_Course_on_Python.ipynb

[HW 2]

• Unit 2 :
  • 01 - https://github.com/ellen25719/IMLP343/blob/main/Unit02/01_NumPy.ipynb
  • 02 - https://github.com/ellen25719/IMLP343/blob/main/Unit02/02_Pandas.ipynb
  • 03 - https://github.com/ellen25719/IMLP343/blob/main/Unit02/03_Matplotlib.ipynb
  • 04 - https://github.com/ellen25719/IMLP343/blob/main/Unit02/04_Seaborn.ipynb

[HW 3]

• Unit 3:
  • 04 - https://github.com/ellen25719/IMLP343/blob/main/Unit03/4_Categorical_features.ipynb
  • 05 - https://github.com/ellen25719/IMLP343/blob/main/Unit03/5_Prepocessing.ipynb
  • 06 - https://github.com/ellen25719/IMLP343/blob/main/Unit03/6_scikit_learn_Basic.ipynb

[HW 4]

• Unit 4:
  • https://github.com/ellen25719/IMLP343/blob/main/Unit04/Linear_Regression_HW.ipynb

[HW 5]

• Unit 5:
  • https://github.com/ellen25719/IMLP343/blob/main/Unit05/02_Logistic_regression_HW.ipynb
• Unit 5-2: * *

[HW 6]

• 1.3 - https://github.com/ellen25719/IMLP343/blob/main/Unit06/1.3_ConfusionMatrix_HW.ipynb
• 2.3 - https://github.com/ellen25719/IMLP343/blob/main/Unit06/2.3_Ensemble_HW.ipynb
• Figure (Kaggle) - https://github.com/ellen25719/IMLP343/blob/main/Unit06/Kaggle_score.png

[HW 7]

• Unit 7:
  • 7.4 - https://github.com/ellen25719/IMLP343/blob/main/Unit07/7.4_Kmeans_Image_segmentation_HW.ipynb
• Unit 8:
  • 8.3 - https://github.com/ellen25719/IMLP343/blob/main/Unit08/8.3_PCA_Face_Recognition.ipynb