├── .gitattributes ├── .gitignore ├── CMakeLists.txt ├── LICENSE ├── MANIFEST.in ├── README.md ├── cmake ├── FindNumPy.cmake ├── compiler.cmake ├── pario.cmake ├── sol.cmake ├── summary.cmake ├── test.cmake ├── tools.cmake └── util.cmake ├── data ├── a1a ├── a1a.t ├── a1a.tmp ├── mnist.scale.res └── pcmac.res ├── experiments ├── README.md ├── experiment.py ├── fig.py ├── liblinear.py ├── opts │ ├── a1a.py │ ├── mnist.py │ ├── news.py │ ├── rcv1.py │ ├── url.py │ └── webspam.py └── vw.py ├── external ├── cmdline │ └── cmdline.h └── json │ ├── json-forwards.h │ ├── json.h │ └── jsoncpp.cpp ├── format.sh ├── include └── sol │ ├── c_api.h │ ├── loss │ ├── bool_loss.h │ ├── hinge_loss.h │ ├── logistic_loss.h │ ├── loss.h │ └── square_loss.h │ ├── math │ ├── expression.h │ ├── matrix.h │ ├── matrix_expression.h │ ├── matrix_storage.h │ ├── operator.h │ ├── shape.h │ ├── sparse_vector.h │ └── vector.h │ ├── model │ ├── model.h │ ├── olm │ │ ├── ada_fobos.h │ │ ├── ada_rda.h │ │ ├── alma2.h │ │ ├── arow.h │ │ ├── cw.h │ │ ├── eccw.h │ │ ├── fofs.h │ │ ├── ogd.h │ │ ├── pa.h │ │ ├── perceptron.h │ │ ├── rda.h │ │ └── sop.h │ ├── online_linear_model.h │ ├── online_model.h │ └── regularizer.h │ ├── pario │ ├── binary_reader.h │ ├── binary_writer.h │ ├── compress.h │ ├── csr_matrix_reader.h │ ├── csv_reader.h │ ├── csv_writer.h │ ├── data_iter.h │ ├── data_point.h │ ├── data_read_task.h │ ├── data_reader.h │ ├── data_writer.h │ ├── file_reader.h │ ├── file_writer.h │ ├── mini_batch.h │ ├── numeric_parser.h │ ├── numpy_reader.h │ ├── svm_reader.h │ └── svm_writer.h │ ├── sol.h │ ├── tools.h │ └── util │ ├── block_queue.h │ ├── error_code.h │ ├── heap.h │ ├── monitor.h │ ├── mutex.h │ ├── platform_win32.h │ ├── platform_xnix.h │ ├── reflector.h │ ├── str_util.h │ ├── thread.h │ ├── thread_task.h │ ├── types.h │ └── util.h ├── ofs ├── README.md ├── fgm.py ├── fig.py ├── fs.py ├── liblinear.py ├── mrmr.py └── opts │ ├── aut.py │ ├── basehock.py │ ├── ccat.py │ ├── pcmac.py │ ├── rcv1.py │ ├── real-sim.py │ ├── relathe.py │ ├── synthetic_100k.py │ ├── synthetic_1m.py │ ├── synthetic_200k.py │ ├── url.py │ └── voc2007.py ├── python ├── __init__.py ├── cv.py ├── dataset.py ├── pysol.pxd ├── pysol.pyx ├── sol_test.py └── sol_train.py ├── setup.py ├── src └── sol │ ├── c_api.cc │ ├── loss │ ├── bool_loss.cc │ ├── hinge_loss.cc │ ├── logistic_loss.cc │ ├── loss.cc │ └── square_loss.cc │ ├── model │ ├── model.cc │ ├── olm │ │ ├── ada_fobos.cc │ │ ├── ada_rda.cc │ │ ├── alma2.cc │ │ ├── arow.cc │ │ ├── cw.cc │ │ ├── eccw.cc │ │ ├── fofs.cc │ │ ├── ogd.cc │ │ ├── pa.cc │ │ ├── perceptron.cc │ │ ├── rda.cc │ │ └── sop.cc │ ├── online_linear_model.cc │ ├── online_model.cc │ └── regularizer.cc │ ├── pario │ ├── binary_reader.cc │ ├── binary_writer.cc │ ├── csr_matrix_reader.cc │ ├── csv_reader.cc │ ├── csv_writer.cc │ ├── data_iter.cc │ ├── data_point.cc │ ├── data_read_task.cc │ ├── data_reader.cc │ ├── data_writer.cc │ ├── file_reader.cc │ ├── file_writer.cc │ ├── 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