├── .all-contributorsrc ├── .gitignore ├── 00-Python ├── 01-파이썬-자료구조.ipynb ├── 02-파이썬-리스트-튜플.ipynb ├── 03-파이썬-세트-딕셔너리.ipynb ├── 04-파이썬-문자열.ipynb ├── 05-파이썬-연산.ipynb ├── 06-파이썬-비교-논리-삼항연산자-조건문.ipynb ├── 07-파이썬-반복문.ipynb ├── 08-파이썬-Comprehension.ipynb ├── 09-파이썬-함수.ipynb ├── 10-파이썬-내장함수.ipynb ├── 11-파이썬-패키지-모듈.ipynb ├── 12-파이썬-클래스-상속.ipynb ├── README.md └── tutorial │ ├── README.md │ ├── 실습 │ ├── 00-Jupyter-Notebook-튜토리얼-(실습).ipynb │ ├── 01-파이썬-자료구조-(실습).ipynb │ ├── 02-파이썬-리스트-튜플-(실습).ipynb │ ├── 03-파이썬-세트-딕셔너리-(실습).ipynb │ ├── 04-파이썬-문자열-(실습).ipynb │ ├── 05-파이썬-연산-(실습).ipynb │ ├── 06-파이썬-비교-논리-삼항연산자-조건문-(실습).ipynb │ ├── 07-파이썬-반복문-(실습).ipynb │ ├── 08-파이썬-Comprehension-(실습).ipynb │ ├── 09-파이썬-함수-(실습).ipynb │ ├── 10-파이썬-내장함수-(실습).ipynb │ ├── 11-파이썬-패키지-모듈-(실습).ipynb │ └── README.md │ └── 해설 │ ├── 00-Jupyter-Notebook-튜토리얼-(해설).ipynb │ ├── 01-파이썬-자료구조-(해설).ipynb │ ├── 02-파이썬-리스트-튜플-(해설).ipynb │ ├── 03-파이썬-세트-딕셔너리-(해설).ipynb │ ├── 04-파이썬-문자열-(해설).ipynb │ ├── 05-파이썬-연산-(해설).ipynb │ ├── 06-파이썬-비교-논리-삼항연산자-조건문-(해설).ipynb │ ├── 07-파이썬-반복문-(해설).ipynb │ ├── 08-파이썬-Comprehension-(해설).ipynb │ ├── 09-파이썬-함수-(해설).ipynb │ ├── 10-파이썬-내장함수-(해설).ipynb │ ├── 11-파이썬-패키지-모듈-(해설).ipynb │ └── README.md ├── 01-Kaggle ├── 01-Kaggle │ ├── 01-titanic │ │ ├── ld-datascience-part-01.ipynb │ │ ├── ld-datascience-part-02.ipynb │ │ ├── titanic-0.81339-FINAL.ipynb │ │ ├── titanic-data-analysis-V1.ipynb │ │ ├── titanic-preprocessing-2.ipynb │ │ ├── titanic-preprocessing.ipynb │ │ └── titanic-randomforest-0.80382.ipynb │ ├── 02-bike-sharing-demand │ │ └── bike_sharing_demand.ipynb │ ├── 03-house-prices-advanced-regression-techniques │ │ ├── V1-initial-commit.ipynb │ │ └── V2-hyperopt.ipynb │ ├── 04-facial-keypoints-detector │ │ └── V1-initial-commit.ipynb │ ├── 05-home-data-for-ml-course │ │ └── V1-initial-commit.ipynb │ ├── 06-caterpillar-tube-pricing │ │ └── V1-initial-commit.ipynb │ ├── 07-airbnb │ │ └── V1-initial-commit.ipynb │ ├── 08-two-sigma │ │ └── V1-initial-commit.ipynb │ ├── 09-bag-of-words │ │ └── V1-initial-commit.ipynb │ ├── 10-home-credit-default-risk │ │ └── V1-initial-commit.ipynb │ ├── 11-speech-recognition │ │ ├── V0-Speech representation and data exploration.ipynb │ │ ├── V1-initial-commit.ipynb │ │ └── V2-conv2d-model.ipynb │ ├── 12-salt-competition │ │ └── V1-initial-commit.ipynb │ ├── 13-human-or-robot │ │ └── V1-initial-commit.ipynb │ ├── 14-give-me-some-credit │ │ └── V1-initial-commit.ipynb │ ├── 15-walmart-sales │ │ └── V1-initial-commit.ipynb │ ├── 16-Bag-of-Words-Meets-Bags-of-Popcorn │ │ └── 01-initial-commit.ipynb │ └── README.md ├── 02-Dacon │ └── 01-펭귄몸무게-예측 │ │ └── 01-펭귄몸무게-예측-pycaret.ipynb ├── 03-Utils │ └── 01-teddynote-optuna.ipynb └── README.md ├── 02-PyTorch ├── 00-텐서의-기초.ipynb ├── 01-텐서를-생성하는-다양한방법.ipynb ├── 02-경사하강법-구현.ipynb ├── 03-pytorch로-경사하강법-구현.ipynb ├── 04-DataSet과-DataLoader.ipynb ├── 05-정형데이터-예측모델생성.ipynb ├── 06-정형데이터-예측모델생성-subclassing.ipynb ├── 07-torchvision-transform.ipynb ├── 08-dnn-fashion-mnist.ipynb ├── 09-cnn-rps.ipynb ├── 10-transfer-learning-cats-vs-dogs.ipynb ├── 11-custom-image-loader.ipynb ├── 12-alexnet-implementation.ipynb ├── 13-image-transforms.ipynb ├── 14-GoogleNet-Inception-Module.ipynb ├── 16-torchtext-tutorial.ipynb ├── 17-embedding-lstm-text-classification.ipynb ├── 23-seq2seq-챗봇.ipynb ├── 24-seq2seq-with-attention-chatbot.ipynb ├── README.md └── sample_dataset.py ├── 03-TensorFlow ├── 01_Simple_Linear_Regression.ipynb ├── 02_Multi_Variable_Linear_Regression.ipynb ├── 03_Logistic_Regression_With_Mnist_Data.ipynb ├── 04_TensorBoard_Example.ipynb ├── 05_Convolution_Neural_Network_With_Mnist_Dataset.ipynb └── README.md ├── 04-TensorFlow2.0 ├── 01-삼성전자-주가예측 │ ├── 02-LSTM-stock-forecasting-with-LSTM-financedatareader.ipynb │ ├── LSTM을_활용한_삼성전자_주가예측.ipynb │ └── data │ │ ├── 01-삼성전자-주가.csv │ │ └── 02-삼성전자-매매동향.csv ├── 03-tensorboard │ └── TensorBoard_사용법.ipynb ├── 04-transfer-learning │ └── cats_vs_dogs-transfer.ipynb ├── 05-auto-encoder │ └── 01-basic-auto-encoder-MNIST.ipynb ├── 06-gradient-tape │ └── GradientTape.ipynb ├── 07-generate-text │ └── 01-generate-shakespear.ipynb ├── 09-LSTM │ └── LSTM Layer.ipynb ├── 11-CNN-models │ └── 01-LeNet-5.ipynb ├── 13-chatbot │ ├── 01-seq2seq-chatbot-no-attention.ipynb │ └── 02-seq2seq-chatbot-attention.ipynb └── README.md ├── 05-Pandas ├── 01-10mins-to-pandas.ipynb ├── 02-pandas-interpolation.ipynb ├── 03-입찰공고-데이터분석.ipynb ├── 04-코사인유사도-주식패턴.ipynb ├── README.md ├── tutorial-for-beginner │ ├── README.md │ ├── simple-pandas-tutorial-(실습).ipynb │ └── simple-pandas-tutorial-(해설).ipynb └── tutorial │ ├── 01-pandas-자료구조-(실습).ipynb │ ├── 02-pandas-파일입출력-(실습).ipynb │ ├── 03-pandas-조회-정렬-조건-필터-(실습).ipynb │ ├── 04-pandas-통계-(실습).ipynb │ ├── 05-pandas-복제-결측치-(실습).ipynb │ ├── 06-pandas-전처리-추가-삭제-데이터변환-(실습).ipynb │ ├── 07-pandas-groupby-pivottable-(실습).ipynb │ ├── 08-pandas-concat-merge-(실습).ipynb │ ├── 09-pandas-titanic-실습예제-(실습).ipynb │ └── README.md ├── 06-Visualization ├── 01-pandas-visualization-tutorial.ipynb ├── 02-matplotlib-tutorial.ipynb ├── 03-seaborn-tutorial.ipynb ├── data │ └── house_price.csv └── tutorial │ ├── 01-DataFrame-시각화-(실습).ipynb │ ├── 02-Visualization-Matplotlib-스타일-(실습).ipynb │ ├── 03-Visualization-Matplotlib-그래프-(실습).ipynb │ ├── 04-Visualization-Seaborn-(실습).ipynb │ ├── 05-Visualization-Seaborn-통계그래프-(실습).ipynb │ └── README.md ├── 07-Scikit-Learn ├── README.md └── tutorial │ ├── 01-최소제곱법-(OrdinaryLeastSquares)-(실습).ipynb │ ├── 02-경사하강법-(Gradient-Descent)-(실습).ipynb │ ├── 03-데이터셋-(Dataset)-다루기-(실습).ipynb │ ├── 04-데이터전처리-(Preprocessing)-(실습).ipynb │ ├── 05-분류-(Classifications)-(실습).ipynb │ ├── 06-회귀-(regression)-(실습).ipynb │ ├── 07-logistic-regression-분류-평가지표-(실습).ipynb │ ├── 08-결정트리-(DecisionTree)-(실습).ipynb │ ├── 09-앙상블-(Ensemble)-(실습).ipynb │ ├── 10-비지도학습-(UnsupervisedLearning)-(실습).ipynb │ └── README.md ├── 08-XAI ├── CAM.ipynb └── GRAD_CAM.ipynb ├── 09-GAN ├── 01-VanillaGAN-MNIST-Tutorial.ipynb ├── 02-DCGAN-MNIST-Tutorial.ipynb ├── 02-DCGAN-with-simpson-faces.ipynb ├── 03-pix2pix-TF-Tutorial.ipynb └── 04-hjk-style-transfer.ipynb ├── 10-RL ├── DP.xlsm ├── HJK_DDPG_2.ipynb ├── HJK_DQN_R1.ipynb ├── HJK_PG_AC.ipynb ├── HJK_PG_AC_CONTINUE.ipynb ├── HJK_PG_REINFORCE.ipynb ├── HJK_PG_REINFORCE_CONTINUE.ipynb ├── README.md └── code_review.md ├── 11-AutoML ├── 01-PlayGround │ └── README.md ├── 02-Teachable-Machine │ ├── 01-sample │ │ ├── index.html │ │ └── my_model │ │ │ ├── metadata.json │ │ │ ├── model.json │ │ │ └── weights.bin │ ├── 02-app │ │ ├── 01-Google-Image-Downloader.ipynb │ │ ├── app.py │ │ ├── dataset-report.html │ │ ├── keras_model.h5 │ │ └── labels.txt │ └── README.md ├── 03-AutoKeras │ ├── README.md │ └── tutorials │ │ ├── 01-AutoKeras-ImageClassifier.ipynb │ │ ├── 02-AutoKeras-ImageClassifier-Advanced.ipynb │ │ └── README.md ├── 04-EDA-Visualization │ ├── 01-Auto-Visualization-Tutorial.ipynb │ ├── README.md │ └── dataset-report.html ├── 05-PyCaret │ ├── README.md │ └── tutorials │ │ ├── 00-Intro.ipynb │ │ ├── 01-Classification.ipynb │ │ ├── 02-Regression.ipynb │ │ ├── 03-Association-Rules.ipynb │ │ ├── 04-Anomaly-Detection.ipynb │ │ └── README.md ├── 06-Prophet │ ├── README.md │ └── tutorials │ │ ├── 01-TimeSeries-Prediction.ipynb │ │ ├── README.md │ │ └── seoul_covid.csv ├── 07-Natural-Language-Processing │ ├── 01-NLP.ipynb │ └── README.md ├── LICENSE ├── README.md ├── images │ └── README │ │ ├── image-20220828012246284.png │ │ ├── image-20220828012601373.png │ │ ├── image-20220828012726964.png │ │ ├── image-20220828012914287.png │ │ ├── image-20220828013033715.png │ │ ├── image-20220828013042512.png │ │ ├── image-20220828013856459.png │ │ ├── image-20220828014704543.png │ │ ├── image-20220828014811200.png │ │ ├── image-20220828015055163.png │ │ ├── image-20220828015237536.png │ │ ├── image-20220828015452475.png │ │ ├── image-20220828015506960.png │ │ ├── image-20220828015729173.png │ │ ├── image-20220828020055261.png │ │ ├── image-20220828020145153.png │ │ ├── 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