{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import numpy as np\nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nimport plotly\nimport plotly.graph_objects as go\nimport cv2\nfrom tqdm import tqdm_notebook as tqdm\n%matplotlib inline","execution_count":null,"outputs":[]},{"metadata":{"_uuid":"d629ff2d2480ee46fbb7e2d37f6b5fab8052498a","_cell_guid":"79c7e3d0-c299-4dcb-8224-4455121ee9b0","trusted":true},"cell_type":"code","source":"melanoma_classification_dcm_img_info = pd.read_csv('/kaggle/input/image-properties/dicom_image_properties.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"melanoma_classification_dcm_img_info.info()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"melanoma_classification_dcm_img_info['age'] = melanoma_classification_dcm_img_info['age'].apply(lambda x : x[:-1])","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"melanoma_classification_train_set = pd.read_csv('/kaggle/input/siim-isic-melanoma-classification/train.csv')","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"melanoma_classification_dcm_img_info.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"melanoma_classification_dcm_img_info[melanoma_classification_dcm_img_info['image_name']=='ISIC_2637011']","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"melanoma_classification_train_set[melanoma_classification_train_set['image_name']=='ISIC_2637011']","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat":4,"nbformat_minor":4}