├── AI_Academy ├── ds_london_PCA_GMM.ipynb ├── ds_london_scikit_learn.ipynb ├── img_cla_v2.ipynb ├── submission_PCA_GMM.csv ├── submission_xgb_3m_stk.csv └── trend_micro_basic_data_intro.ipynb ├── LICENSE ├── NYCU └── protein_DNA_seq_project │ ├── code │ ├── keras_1DCNN_model.ipynb │ ├── keras_LSTM_model.ipynb │ ├── keras_transformer_model.ipynb │ ├── n-gram-analysis.ipynb │ ├── n-gram_ML_model.ipynb │ ├── n-gram_RandomForest.ipynb │ ├── n-gram_SVM.ipynb │ └── n-gram_XGB_model.ipynb │ └── group4_結構蛋白質氨基酸序列分類預測_20220109.pdf ├── README.md ├── airtable ├── airtable.py └── notebook │ ├── Airtable_API_CURD_operation.ipynb │ ├── Airtable_API_query_all_to_dataframe.ipynb │ ├── Airtable_API_query_record_to_dataframe.ipynb │ └── airtable_sample.ipynb ├── kaggle_intro ├── Kaggle_ensemble.pdf ├── Kaggle_intro.pdf ├── Titanic_ML_stacking.ipynb ├── input │ ├── submission.csv │ ├── test.csv │ └── train.csv ├── kaggle_intro_iris.ipynb ├── kaggle_intro_iris2.ipynb ├── kaggle_intro_iris3.ipynb └── submission.csv ├── pneumoniamnist_CNN.ipynb ├── vibe_coding_vs_agentic_coding_note.md └── web_crawler ├── NTUH_clinic.py ├── NTUH_params.csv ├── README.md ├── __pycache__ └── NTUH_clinic.cpython-36.pyc ├── daily_summmary └── 20171103.csv ├── download ├── NTUH_T0_DENT_2_20180131_20180131140816.csv ├── NTUH_T0_MED_1_20171209_20171209190021.csv ├── NTUH_T0_MED_1_20180131_20180131140323.csv └── NTUH_T0_MED_2_20180131_20180131140816.csv ├── fileLoader.py ├── fileLoader_note.ipynb ├── notebook ├── HMMH_clinic_current_status_query.ipynb ├── JAH_clinic_current_status_query.ipynb └── NTUH_clinic_current_status_query.ipynb ├── thread_sample.py └── thread_sample_error_log.txt /AI_Academy/ds_london_PCA_GMM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stuser/temp/HEAD/AI_Academy/ds_london_PCA_GMM.ipynb -------------------------------------------------------------------------------- /AI_Academy/ds_london_scikit_learn.ipynb: 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