├── .gitignore ├── CMakeLists.txt ├── LICENSE ├── README.md ├── cmake ├── get_project_version.cmake ├── get_python_wheel_tag.cmake ├── mindalpha_shared.cmake └── python_wheel.cmake ├── compile.sh ├── cpp └── mindalpha │ ├── actor_config.cpp │ ├── actor_config.h │ ├── actor_process.cpp │ ├── actor_process.h │ ├── array_hash_map.h │ ├── array_hash_map_reader.h │ ├── array_hash_map_writer.h │ ├── combine_schema.cpp │ ├── combine_schema.h │ ├── data_type.cpp │ ├── data_type.h │ ├── debug.h │ ├── dense_tensor.cpp │ ├── dense_tensor.h │ ├── dense_tensor_meta.cpp │ ├── dense_tensor_meta.h │ ├── dense_tensor_partition.cpp │ ├── dense_tensor_partition.h │ ├── feature_extraction_python_bindings.cpp │ ├── feature_extraction_python_bindings.h │ ├── file_utils.h │ ├── filesys.cpp │ ├── filesys.h │ ├── hash_uniquifier.cpp │ ├── hash_uniquifier.h │ ├── hashtable_helpers.h │ ├── index_batch.cpp │ ├── index_batch.h │ ├── io.cpp │ ├── io.h │ ├── local_filesys.cpp │ ├── local_filesys.h │ ├── logging.h │ ├── map_file_header.cpp │ ├── map_file_header.h │ ├── memory_buffer.h │ ├── message.cpp │ ├── message.h │ ├── message_meta.cpp │ ├── message_meta.h │ ├── message_transport.cpp │ ├── message_transport.h │ ├── ml_ps_python_bindings.cpp │ ├── ml_ps_python_bindings.h │ ├── model_metric_buffer.cpp │ ├── model_metric_buffer.h │ ├── network_utils.cpp │ ├── network_utils.h │ ├── node_control.cpp │ ├── node_control.h │ ├── node_control_command.cpp │ ├── node_control_command.h │ ├── node_encoding.cpp │ ├── node_encoding.h │ ├── node_info.cpp │ ├── node_info.h │ ├── node_manager.cpp │ ├── node_manager.h │ ├── node_role.cpp │ ├── node_role.h │ ├── ps_agent.cpp │ ├── ps_agent.h │ ├── ps_default_agent.cpp │ ├── ps_default_agent.h │ ├── ps_helper.cpp │ ├── ps_helper.h │ ├── ps_runner.cpp │ ├── ps_runner.h │ ├── pybind_utils.cpp │ ├── pybind_utils.h │ ├── s3_sdk_filesys.cpp │ ├── s3_sdk_filesys.h │ ├── smart_array.h │ ├── sparse_tensor.cpp │ ├── sparse_tensor.h │ ├── sparse_tensor_meta.cpp │ ├── sparse_tensor_meta.h │ ├── sparse_tensor_partition.cpp │ ├── sparse_tensor_partition.h │ ├── stack_trace_utils.cpp │ ├── stack_trace_utils.h │ ├── string_utils.h │ ├── tensor_partition_store.cpp │ ├── tensor_partition_store.h │ ├── tensor_store_python_bindings.cpp │ ├── tensor_store_python_bindings.h │ ├── tensor_utils.cpp │ ├── tensor_utils.h │ ├── thread_utils.cpp │ ├── thread_utils.h │ ├── vector_utils.h │ ├── zeromq_transport.cpp │ └── zeromq_transport.h ├── docker ├── centos7 │ ├── Dockerfile │ ├── compile.sh │ └── package.sh └── ubuntu20.04 │ ├── Dockerfile │ ├── compile.sh │ └── package.sh ├── examples ├── deep_fm_example.py ├── swing_estimator_example.py └── wide_and_deep_example.py ├── package.sh ├── python ├── mindalpha │ ├── __init__.py │ ├── agent.py │ ├── cast.py │ ├── compat │ │ ├── __init__.py │ │ └── ps │ │ │ └── __init__.py │ ├── demo.py │ ├── distributed_tensor.py │ ├── distributed_trainer.py │ ├── embedding.py │ ├── estimator.py │ ├── experiment.py │ ├── file_utils.py │ ├── initializer.py │ ├── input.py │ ├── job_utils.py │ ├── loss_utils.py │ ├── metric.py │ ├── model.py │ ├── name_utils.py │ ├── network_utils.py │ ├── nn │ │ ├── __init__.py │ │ ├── deep_fm.py │ │ ├── fm.py │ │ ├── normalization.py │ │ └── wide_and_deep.py │ ├── output.py │ ├── patching_pickle.py │ ├── ps_launcher.py │ ├── s3_utils.py │ ├── shell_utils.py │ ├── spark.py │ ├── stack_trace_utils.py │ ├── swing_retrieval.py │ ├── two_tower_ranking.py │ ├── two_tower_retrieval.py │ ├── updater.py │ └── url_utils.py ├── ps │ ├── __init__.py │ └── job.py └── setup.py ├── run_build.sh ├── thrift └── mindalpha │ └── message_meta.thrift └── tutorials ├── mindalpha-getting-started.ipynb ├── mindalpha-tutorial.ipynb └── schema ├── column_name_demo.txt └── combine_schema_demo.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mindalpha/MindAlpha/HEAD/.gitignore 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