├── .gitignore ├── README.md ├── dataset ├── alsd.png ├── artist_alias_small.txt ├── artist_data_small.txt ├── ml-movies.csv ├── ml-ratings.csv ├── test.csv ├── train.csv └── user_artist_data_small.txt └── notebooks ├── spark-ml-clustering.ipynb ├── spark-ml-gbt-pipeline.ipynb ├── spark-ml-recommendation-explicit.ipynb ├── spark-ml-recommendation-implicit.ipynb └── spark-ml-starter.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/README.md -------------------------------------------------------------------------------- /dataset/alsd.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/alsd.png -------------------------------------------------------------------------------- /dataset/artist_alias_small.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/artist_alias_small.txt -------------------------------------------------------------------------------- /dataset/artist_data_small.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/artist_data_small.txt -------------------------------------------------------------------------------- /dataset/ml-movies.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/ml-movies.csv -------------------------------------------------------------------------------- /dataset/ml-ratings.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/ml-ratings.csv -------------------------------------------------------------------------------- /dataset/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/test.csv -------------------------------------------------------------------------------- /dataset/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/train.csv -------------------------------------------------------------------------------- /dataset/user_artist_data_small.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/dataset/user_artist_data_small.txt -------------------------------------------------------------------------------- /notebooks/spark-ml-clustering.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/notebooks/spark-ml-clustering.ipynb -------------------------------------------------------------------------------- /notebooks/spark-ml-gbt-pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/notebooks/spark-ml-gbt-pipeline.ipynb -------------------------------------------------------------------------------- /notebooks/spark-ml-recommendation-explicit.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/notebooks/spark-ml-recommendation-explicit.ipynb -------------------------------------------------------------------------------- /notebooks/spark-ml-recommendation-implicit.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/notebooks/spark-ml-recommendation-implicit.ipynb -------------------------------------------------------------------------------- /notebooks/spark-ml-starter.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Swalloow/pyspark-ml-examples/HEAD/notebooks/spark-ml-starter.ipynb --------------------------------------------------------------------------------