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Linear-regression

Development of Obliv-C and C linear regression program for developing secure multiparty computations.

To use, compile with make and run with ./linReg <filename>. Run the test data with ./linReg test.data. Or, make your own test data with python gendat.py <filename> <number_of_points>.

To contact me with any questions about this repository, open an issue on GitHub or email me at havron@virginia.edu.

Usage Notes

Fixed point arithmetic is used in order to support Obliv-C. Note the small loss of accuracy due to fixed point arithmetic for a large input of data.

Dynamic resizing of data point arrays is used in order to allow for efficient processing of large data inputs.

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