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Updated output used in tutorial to reflect VW 8.0.0
missing ./configure command before make
s/libboost-python/libboost-python-dev/ in Ubuntu install instructions (the former doesn't exist in 14.04 LTS)
We no longer build with `--fast_math` and FP differences still exist between platforms.
Debian -> Debian, Ubuntu, Mint, etc. (some people may not know this)
aliases are a bad idea, they break inside other shells, e.g. when vw is called from wrappers like vw-hypersearch - suggest using PATH instead
must build library_example for all tests to pass
Add `--cubic` and `--lrq` to options that refer to name-space args + add short explanation to each
Updated Tutorial (markdown)
VW now uses -std=c++0x which is incomatible with Boost 1.46
rewrote confusing sentence
Tried to make more sense with the new boost_python complexity on OS-X. This needs more work from someone who actually uses Mac
I updated the mailing list url. The old url, http://tech.groups.yahoo.com/group/vowpal_wabbit/ was not valid.
Based on stackoverflow questions, this elementary Unix knowledge is not obvious to everyone
libboost-python is needed to compile pylibvw
remove relative path prefixes from vw - it is both redundant and not in the current dir anyway
clearer order of words in complex paragraph
add clarifying/more-accurate: 'training-set' before file, and 'by default' before the hashing sentence.
make the intro and 1st example clearer to the uninitiated, remove the "echo" which is confusing for non command-line people
clarify we need a make after geting boost in place, and mention where the executable gets created
we no longer have 10 as default learning rate. The default is now 0.5. Also improved the learning rate paragraph.
more small fixes + adding actual outputs + adjust text (had to increase learning rate) to actually match what the text is claiming (error going to 0).
more small grammar and clarification fixes
more small grammar and formatting fixes
small improvements to the --holdout section
Format all command line examples, outputs and code-related snippets to be neater and visually distiguishable from explanatory text, made cache section more comprehensive
Added new --holdout_off in the multi-pass example and explain why it is needed.
add link ”Vowpal Wabbit tutorial for the Uninitiated“ by Rob Zinkov