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https://www.usatoday.com/story/news/health/2019/04/11/kratom-herbal-drug-linked-overdose-deaths-cdc-says/3441560002/ Herbal drug kratom linked to almost 100 overdose deaths, CDC says Ryan W. Miller, USA TODAYPublished 8:13 p.m. ET April 11, 2019

The big bang theory is reliant on the assumption that matter came into existence from nowhere and that velocity and gravity came from nowhere. Not everyone thinks matter came from nothing and/or nowhere: https://www.quora.com/Where-did-the-energy-for-the-big-bang-come-from According to the...

In my experience with machine learning for financial forecasting, classification (using genetic programming, recurrent neural networks, or k-nearest neighbor) was always more accurate for training and future predictions than regression (using genetic programming or recurrent neural networks)...

In recent testing of recurrent neural networks, I concluded they are less accurate for future predictions than genetic programming. I'm guessing this is because a rule from a recurrent neural network applies operations on all the current input indicators while a rule from genetic programming...

Example of getting free parsable fundamental data: https://www.morningstar.com/stocks/xnas/tsla/quote.html ->Key Ratios https://financials.morningstar.com/ratios/r.html?t=0P0000OQN8&culture=en&platform=sal ->Export or more directly...

I was thinking about trying a multi-dimensional or not strictly time series inputs to my k-nearest neighbor strategy. Code for a fast dynamic time warping algorithm from https://github.com/melode11/FastDTW-x supports finding similar time series that have multiple dimensions. So I might look at...

The k-nearest neighbor strategy for 02/15/2019 through 03/19/2019 gained 1.12 percent (traded with real money and includes commissions which were zero and all fees).

For the genetic programming strategy where I only traded SPDR S&P 500 ETF(SPY) longs, the gains from 02/21/2019 through 03/18/2019 were a whopping 0.08 percent. I think I found more money on a street the other day when I went for a walk :D. This return is a little misleading because it doesn't...

What is that process doing exactly? (I presume lines 332-333, 340-342, 505-506 that you highlighted above) What are these lines doing? TwsApiC++/Src/TwsApiL0.cpp 332 #ifdef WIN32 333 int err = _beginthread( ThreadMain, 2*8192, this ); ... 340 #else 341...

Ph1l, can you (or anyone) explain the following from the EWrapperL0 class implementation in TwsApiL0.h: [ // lines 199-203: TwsApiC++/Api/TwsApiL0.h 199 EWrapperL0( bool CalledFromThread = true ): m_CalledFromThread( CalledFromThread ) {} 200 bool IsCalledFromThread( void ) {...

MyEWrapper inherits from EWrapperL0 which, according to TwsApilL0.h, in turn extends EWrapper; so the end-user basically needs to create a wrapper that wraps around another wrapper? Yes. It looks like you can look at the various MyEWrapper classes to see what they do in their callback methods...

I found dynamic time warping code from http://sites.labic.icmc.usp.br/prunedDTW/ and ported it to my k-nearest neighbor strategy. For testing, I ran this on data after the close on March 8, 2019 from 415 ETFs. The data had 875,888 representations of daily price charts of length 252 trading...

Any studies showing the viability of using DTW with regard to financial market forecasting? Here are some (plus see the attached pdf files): http://system.tradingninja.com/how-to-use-dtw-dynamic-time-warping-in-trading/ http://jonathankinlay.com/2016/08/dynamic-time-warping/...

1. Have you used this in the real trade or this is just research now? A few weeks ago, I started trading this (long trades only) with small amounts of real money for passively-managed, unleveraged, non-inverse ETFs (including ETNs, UITs, Grantor Trusts, and Commodity Pools). Most of the...

Free: https://www.etf.com/etfanalytics/etf-fund-flows-tool https://www.etf.com/etfanalytics/etf-finder Not free: https://etfdb.com/screener/#tab=fund-flows

I was able to disable Cortana with information from http://www.howtogeek.com/265027/how-to-disable-cortana-in-windows-10/ You should also make a System Restore point before continuing. Windows will probably do this automatically when you install the Anniversary Update, but it couldn’t hurt to...

I meant for the above post to be a reply to

I think the theory of predictive chart patterns is something like: When a current chart pattern closely matches enough prior chart patterns, and the chart patterns after the closely-matching prior chart patterns are similar enough, the future chart pattern might be similar to the...

You might want to have the software save backtest states periodically before the backtest ends. So if the backtest is accidentally stopped (e.g., computer decides to reboot), the software would be able to resume a prior backtest at the point of the most recent save. Also, I see "2019-04-24...

I outlined my current machine learning methods in https://www.elitetrader.com/et/threads/in-one-sentence-what-is-your-edge-for-2019.329802/page-8#post-4809209 and https://www.elitetrader.com/et/threads/in-one-sentence-what-is-your-edge-for-2019.329802/page-8#post-4809655