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typo fix intput -> input
Updated Command line arguments (markdown)
add --inverse_hash, --feature_mask, --holdout_off, -q ::, etc.
fixed "lda_apha" typo
fixed bad notation in loss function equations
making tex more readable
Explains L1 and L2 regularization in VW.