├── Computer Vision ├── Pose Estimation & Squat Counter │ ├── Pose Estimation and squat counter using MoveNet.ipynb │ ├── Readme.md │ ├── ezgif.com-gif-maker.gif │ ├── images.jpg │ ├── jump.gif │ └── requirments └── Real Time Sign Language Interpretation App │ ├── IBM_cloud_configuration.md.txt │ ├── ReactComputerVisionTemplate │ ├── Public │ │ ├── favicon.ico │ │ ├── index.html │ │ ├── logo192.png │ │ ├── logo512.png │ │ ├── manifest.json │ │ ├── readme.md │ │ └── robots.txt │ ├── Readme.md │ ├── package-lock.json │ ├── package.json │ ├── src │ │ ├── App.css │ │ ├── App.js │ │ ├── index.css │ │ ├── index.js │ │ ├── readme.md │ │ └── utilities.js │ └── yarn.lock │ ├── Readme.md │ └── Sign-language_detection.ipynb ├── Data Visualization └── Python │ ├── Immigration_to_Canda_Data_Visualization.ipynb │ ├── Readme.dm │ └── Spatial visualization of San Francisco incidents.ipynb ├── Deep Learning └── Classification │ └── Melenoma_Classification │ ├── Readme.md │ ├── deep-learning-models │ ├── CNN_model.py │ ├── __init__.py │ ├── main.py │ ├── readme.md │ └── training.py │ ├── evaluation-metrics │ ├── __init__.py │ ├── classification_metrics.py │ ├── f1_score.py │ └── readme.md │ ├── loading and storing │ ├── __init__.py │ ├── loading_images.py │ ├── loading_storing_h5py.py │ └── readme.md │ ├── main.py │ ├── preprocessing │ ├── __init__.py │ ├── exploration.py │ ├── preprocessing.py │ └── readme.md │ └── readme.md ├── Machine Learning ├── Classification │ ├── Alzhimers CV-BOLD Classification │ │ ├── Best_mask.py │ │ ├── Best_mask2.py │ │ ├── Model.py │ │ ├── confidence_interval_mask.py │ │ ├── data_preprocessing.py │ │ ├── deep learning │ │ │ ├── CNN_based_models │ │ │ │ ├── AlexNet.py │ │ │ │ ├── CNN.py │ │ │ │ ├── CNN_feature_extractor.py │ │ │ │ ├── DenseNet121.py │ │ │ │ ├── InceptionResNetV2.py │ │ │ │ ├── LeNet.py │ │ │ │ ├── ResNet50.py │ │ │ │ ├── VGG.py │ │ │ │ ├── VGG_pretrained.py │ │ │ │ ├── ZFNet.py │ │ │ │ ├── optimizers.py │ │ │ │ ├── readme.md │ │ │ │ └── simple_model.py │ │ │ ├── evaluation │ │ │ │ ├── metrics.py │ │ │ │ ├── model_evaluation.py │ │ │ │ └── readme.md │ │ │ ├── main.py │ │ │ ├── preprocessing │ │ │ │ ├── data_augmentation.py │ │ │ │ ├── data_preprocessing.py │ │ │ │ ├── preprocessing_methods.py │ │ │ │ └── readme.md │ │ │ └── storing_loading │ │ │ │ ├── generate_result_.py │ │ │ │ ├── load_data.py │ │ │ │ └── readme.md │ │ ├── generate_result.py │ │ ├── hyper_opt.py │ │ ├── load_data.py │ │ ├── load_models.py │ │ ├── main.py │ │ ├── pykliep.py │ │ ├── readme.md │ │ ├── sample_test.py │ │ ├── shuffle.py │ │ └── writing.py │ └── Sensor-activity-recognition │ │ ├── Sensor Activity Recognition.pdf │ │ ├── codes │ │ ├── classes_accuarcy.m │ │ ├── classification.m │ │ ├── create_feature_map.m │ │ ├── main.m │ │ ├── performance_evaluation.m │ │ ├── readme.md │ │ └── scalingANDoutliers.m │ │ └── readme.md ├── Clustering │ ├── Customer identification for mail order products │ │ ├── Identify Customer Segments.ipynb │ │ ├── LICENSE │ │ └── README.md │ ├── Finding-the-best-Tornoto-neighborhood-to-open-a-new-gym │ │ ├── Finding best neighborhood for new gym opening in toronto city.ipynb │ │ ├── LICENSE │ │ ├── Project report.pdf │ │ └── Readme.md │ └── Readme.md └── Regression │ ├── Automobile price prediction │ ├── Automobile Price Prediction .ipynb │ └── Readme.md │ └── Readme.md ├── Natural_Language_processing ├── Data-Science-Resume-Selector │ ├── Resume Selector with Naive Bayes .ipynb │ ├── readme.md │ └── resume.csv ├── Sentiment-analysis │ ├── README.md │ ├── SageMaker Project.ipynb │ ├── sevre │ │ ├── model.py │ │ ├── predict.py │ │ ├── requirements.txt │ │ └── utils.py │ ├── train │ │ ├── model.py │ │ ├── requirements.txt │ │ └── train.py │ └── website │ │ └── index.html └── plagiarism-detector-web-app │ ├── 1_Data_Exploration.ipynb │ ├── 2_Plagiarism_Feature_Engineering.ipynb │ ├── 3_Training_a_Model.ipynb │ ├── README.md │ ├── helpers.py │ ├── palagrism_data │ ├── test.csv │ └── train.csv │ ├── 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