API reference# Mars Tensor Tensor Creation Routines Tensor Manipulation Routines Binary Operations Discrete Fourier Transform Indexing Routines Input and output Linear Algebra Logic Functions Mathematical Functions Random Sampling Set routines Sorting, Searching, and Counting Statistics Special Functions Mars DataFrame Input/output General functions Series DataFrame Index objects GroupBy Mars Learn Clustering Datasets Matrix Decomposition Ensemble Methods Linear Models Metrics Model Selection Nearest Neighbors Preprocessing and Normalization Semi-Supervised Learning Utilities Misc LightGBM Integration PyTorch Integration StatsModels Integration TensorFlow Integration XGBoost Integration Mars Remote mars.remote.spawn mars.remote.ExecutableTuple Dask on Mars mars.contrib.dask.mars_scheduler mars.contrib.dask.convert_dask_collection