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feature(KTP-1279): Changed linear model scaling and improved sample w…
…eighting feature. (#565) * feature(KTP-1279): Changed feature scaling in linear model. Added exponential sample weighting in linear model. Signed-off-by: Egor Dmitriev <[email protected]> * feature(KTP-1279): Added test to change linear model parameters. Signed-off-by: Egor Dmitriev <[email protected]> * style: Code style fixes. Signed-off-by: Egor Dmitriev <[email protected]> * Format Python code with Black Signed-off-by: black <[email protected]> * feature(KTP-1279): Added additional test condition for linear model params. Signed-off-by: Egor Dmitriev <[email protected]> * style: Code style fixes. Signed-off-by: Egor Dmitriev <[email protected]> * Format Python code with Black Signed-off-by: black <[email protected]> * feature(KTP-1279): Added additional test condition for linear model params. Signed-off-by: Egor Dmitriev <[email protected]> * feature(KTP-1279): Added weight floor. Added documentation for sample weight calculation. Signed-off-by: Egor Dmitriev <[email protected]> * Format Python code with Black Signed-off-by: black <[email protected]> * Merge branch 'main' into feature/KTP-1279-linear-sample-weight Signed-off-by: Clara De Smet <[email protected]> * Format Python code with Black Signed-off-by: black <[email protected]> * Fixed linter suggestion Signed-off-by: Clara De Smet <[email protected]> * Added documentation * Format Python code with Black Signed-off-by: black <[email protected]> * Bumped version of black formatting * Updated documentation * Format Python code with Black Signed-off-by: black <[email protected]> * Removed blank line * Format Python code with Black Signed-off-by: black <[email protected]> * Reformatting docs * Reformatting docs --------- Signed-off-by: Egor Dmitriev <[email protected]> Signed-off-by: black <[email protected]> Signed-off-by: Clara De Smet <[email protected]> Signed-off-by: Clara De Smet <[email protected]> Co-authored-by: black <[email protected]> Co-authored-by: Clara De Smet <[email protected]> Co-authored-by: Clara De Smet <[email protected]>
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