├── FaceRecognition ├── README.md ├── Training.ipynb ├── detect_recognize.py └── result.png ├── HackerRank_MaximumSubArray.py ├── HackerRank_PalindromeIndex.py ├── HackerRank_TwoStrings.py ├── KaggleAmazon ├── README.md ├── Understanding the Amazon from Space.ipynb ├── predict_keras.py ├── predict_tf.py └── train_keras.py ├── KaggleBikeSharing ├── Kaggle_BikeSharing.py ├── Kaggle_BikeSharing_Explanations_French.pdf └── README.md ├── KaggleInstaCart ├── Data Exploration.ipynb └── Predictions.ipynb ├── KaggleMovieRating ├── Exploration.ipynb ├── README.md ├── genre.json ├── imdb_movie_content.py ├── movie_budget.json └── parser.py ├── KaggleSoccer ├── Parsing Soccer Ways.ipynb ├── Predicting Ratings.ipynb ├── README.md ├── df.pkl ├── dumper.py └── parser.py ├── KaggleTaxiTrip ├── Exploring the dataset.ipynb ├── README.md └── pic │ ├── download.png │ ├── feat_importance.png │ ├── nyc_clusters.png │ ├── outliners.png │ └── rush_hour.png ├── KaggleTitanic ├── Notebook.ipynb └── README.md ├── KaggleWiki ├── README.md └── wikipedia_parser.py ├── Kaggle_KobeShots.ipynb ├── ObjectDetection ├── color_extract.py └── recognition.py ├── ProjectMovieRating ├── .ipynb_checkpoints │ └── Exploration-checkpoint.ipynb ├── Exploration.ipynb ├── README.md ├── __pycache__ │ ├── imdb_movie_content.cpython-35.pyc │ └── parser.cpython-35.pyc ├── genre.json ├── imdb_movie_content.py ├── movie_budget.json ├── movie_contents.json ├── movie_contents9.json └── parser.py ├── ProjectSoccer ├── Predicting Ratings.ipynb ├── README.md └── df.pkl ├── README.md ├── TwitterParsing ├── README.md ├── com.alexattia.machinelearning.downloadflashcards.plist ├── config.py ├── config_downl.py ├── download_pics.py ├── pic.png ├── pic2.png ├── run.sh └── send_pictures.py └── pics ├── corr_matrix.png ├── features.png ├── psg_stats.png └── psg_ste.png /FaceRecognition/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/FaceRecognition/README.md -------------------------------------------------------------------------------- /FaceRecognition/Training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/FaceRecognition/Training.ipynb -------------------------------------------------------------------------------- /FaceRecognition/detect_recognize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/FaceRecognition/detect_recognize.py -------------------------------------------------------------------------------- /FaceRecognition/result.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/FaceRecognition/result.png -------------------------------------------------------------------------------- /HackerRank_MaximumSubArray.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/HackerRank_MaximumSubArray.py -------------------------------------------------------------------------------- /HackerRank_PalindromeIndex.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/HackerRank_PalindromeIndex.py -------------------------------------------------------------------------------- /HackerRank_TwoStrings.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/HackerRank_TwoStrings.py -------------------------------------------------------------------------------- /KaggleAmazon/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleAmazon/README.md -------------------------------------------------------------------------------- /KaggleAmazon/Understanding the Amazon from Space.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleAmazon/Understanding the Amazon from Space.ipynb -------------------------------------------------------------------------------- /KaggleAmazon/predict_keras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleAmazon/predict_keras.py -------------------------------------------------------------------------------- /KaggleAmazon/predict_tf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleAmazon/predict_tf.py -------------------------------------------------------------------------------- /KaggleAmazon/train_keras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleAmazon/train_keras.py -------------------------------------------------------------------------------- /KaggleBikeSharing/Kaggle_BikeSharing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleBikeSharing/Kaggle_BikeSharing.py -------------------------------------------------------------------------------- /KaggleBikeSharing/Kaggle_BikeSharing_Explanations_French.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleBikeSharing/Kaggle_BikeSharing_Explanations_French.pdf -------------------------------------------------------------------------------- /KaggleBikeSharing/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleBikeSharing/README.md -------------------------------------------------------------------------------- /KaggleInstaCart/Data Exploration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleInstaCart/Data Exploration.ipynb -------------------------------------------------------------------------------- /KaggleInstaCart/Predictions.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleInstaCart/Predictions.ipynb -------------------------------------------------------------------------------- /KaggleMovieRating/Exploration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleMovieRating/Exploration.ipynb -------------------------------------------------------------------------------- /KaggleMovieRating/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleMovieRating/README.md -------------------------------------------------------------------------------- /KaggleMovieRating/genre.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleMovieRating/genre.json -------------------------------------------------------------------------------- /KaggleMovieRating/imdb_movie_content.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleMovieRating/imdb_movie_content.py -------------------------------------------------------------------------------- /KaggleMovieRating/movie_budget.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleMovieRating/movie_budget.json -------------------------------------------------------------------------------- /KaggleMovieRating/parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleMovieRating/parser.py -------------------------------------------------------------------------------- /KaggleSoccer/Parsing Soccer Ways.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleSoccer/Parsing Soccer Ways.ipynb -------------------------------------------------------------------------------- /KaggleSoccer/Predicting Ratings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleSoccer/Predicting Ratings.ipynb -------------------------------------------------------------------------------- /KaggleSoccer/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleSoccer/README.md -------------------------------------------------------------------------------- /KaggleSoccer/df.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleSoccer/df.pkl -------------------------------------------------------------------------------- /KaggleSoccer/dumper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleSoccer/dumper.py -------------------------------------------------------------------------------- /KaggleSoccer/parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleSoccer/parser.py -------------------------------------------------------------------------------- /KaggleTaxiTrip/Exploring the dataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/Exploring the dataset.ipynb -------------------------------------------------------------------------------- /KaggleTaxiTrip/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/README.md -------------------------------------------------------------------------------- /KaggleTaxiTrip/pic/download.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/pic/download.png -------------------------------------------------------------------------------- /KaggleTaxiTrip/pic/feat_importance.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/pic/feat_importance.png -------------------------------------------------------------------------------- /KaggleTaxiTrip/pic/nyc_clusters.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/pic/nyc_clusters.png -------------------------------------------------------------------------------- /KaggleTaxiTrip/pic/outliners.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/pic/outliners.png -------------------------------------------------------------------------------- /KaggleTaxiTrip/pic/rush_hour.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTaxiTrip/pic/rush_hour.png -------------------------------------------------------------------------------- /KaggleTitanic/Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTitanic/Notebook.ipynb -------------------------------------------------------------------------------- /KaggleTitanic/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleTitanic/README.md -------------------------------------------------------------------------------- /KaggleWiki/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleWiki/README.md -------------------------------------------------------------------------------- /KaggleWiki/wikipedia_parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/KaggleWiki/wikipedia_parser.py -------------------------------------------------------------------------------- /Kaggle_KobeShots.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/Kaggle_KobeShots.ipynb -------------------------------------------------------------------------------- /ObjectDetection/color_extract.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ObjectDetection/color_extract.py -------------------------------------------------------------------------------- /ObjectDetection/recognition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ObjectDetection/recognition.py -------------------------------------------------------------------------------- /ProjectMovieRating/.ipynb_checkpoints/Exploration-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/.ipynb_checkpoints/Exploration-checkpoint.ipynb -------------------------------------------------------------------------------- /ProjectMovieRating/Exploration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/Exploration.ipynb -------------------------------------------------------------------------------- /ProjectMovieRating/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/README.md -------------------------------------------------------------------------------- /ProjectMovieRating/__pycache__/imdb_movie_content.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/__pycache__/imdb_movie_content.cpython-35.pyc -------------------------------------------------------------------------------- /ProjectMovieRating/__pycache__/parser.cpython-35.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/__pycache__/parser.cpython-35.pyc -------------------------------------------------------------------------------- /ProjectMovieRating/genre.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/genre.json -------------------------------------------------------------------------------- /ProjectMovieRating/imdb_movie_content.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/imdb_movie_content.py -------------------------------------------------------------------------------- /ProjectMovieRating/movie_budget.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/movie_budget.json -------------------------------------------------------------------------------- /ProjectMovieRating/movie_contents.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/movie_contents.json -------------------------------------------------------------------------------- /ProjectMovieRating/movie_contents9.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/movie_contents9.json -------------------------------------------------------------------------------- /ProjectMovieRating/parser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectMovieRating/parser.py -------------------------------------------------------------------------------- /ProjectSoccer/Predicting Ratings.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectSoccer/Predicting Ratings.ipynb -------------------------------------------------------------------------------- /ProjectSoccer/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectSoccer/README.md -------------------------------------------------------------------------------- /ProjectSoccer/df.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/ProjectSoccer/df.pkl -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/README.md -------------------------------------------------------------------------------- /TwitterParsing/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/README.md -------------------------------------------------------------------------------- /TwitterParsing/com.alexattia.machinelearning.downloadflashcards.plist: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/com.alexattia.machinelearning.downloadflashcards.plist -------------------------------------------------------------------------------- /TwitterParsing/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/config.py -------------------------------------------------------------------------------- /TwitterParsing/config_downl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/config_downl.py -------------------------------------------------------------------------------- /TwitterParsing/download_pics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/download_pics.py -------------------------------------------------------------------------------- /TwitterParsing/pic.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/pic.png -------------------------------------------------------------------------------- /TwitterParsing/pic2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/pic2.png -------------------------------------------------------------------------------- /TwitterParsing/run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/run.sh -------------------------------------------------------------------------------- /TwitterParsing/send_pictures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/TwitterParsing/send_pictures.py -------------------------------------------------------------------------------- /pics/corr_matrix.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/pics/corr_matrix.png -------------------------------------------------------------------------------- /pics/features.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/pics/features.png -------------------------------------------------------------------------------- /pics/psg_stats.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/pics/psg_stats.png -------------------------------------------------------------------------------- /pics/psg_ste.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexattia/Data-Science-Projects/HEAD/pics/psg_ste.png --------------------------------------------------------------------------------