Right.Quote from clearinghouse:
Pick one, small, stupid trading concept you think will work, then build that using what you know while learning what you don't know. Don't waste time building useless libraries without an objective in mind.
Odds are, your first few iterations will be garbage. Just be sure to learn from what went wrong with the garbage on your path to greatness.
Most of the things you (the OP) have listed:
<i>Neural Network+ Genetic Algorithm + Simulated Annealing
value-at-risk calculations
...
Detailed charts with numerous indicators.</i>
are totally <b>useless</b> for trading and to make $$$. (They can be useful in other fields)
Let me point you to an example of statistical <a href="http://www.datatime.eu/public/gbot/Strats%20G-BOT/Strategy_CT_T_LS_E/Strategy_CT_T_LS_E.htm" > performances</a> (improvable) obtained with a pure "mechanical" approach,
just to debunk the illusion that "prediction" is meaningful in an automated context.
Tom