WELCOME TO TRADING SYSTEM LAB® PROVIDING MACHINE LEARNING BASED ALGORITHM DESIGNS SINCE 2006
OUR LATEST FEATURE-"DAS™" INTRO: HERE
"DAS™" EXAMPLE: HERE
ES STRATEGY EXAMPLE USING TSL-LAIMGP IN 6 MINUTES: HERE
- APRIL 2018 UPDATE:
- TSL is Artificial Intelligence and Machine Learning at its best! TSL is a Machine Learning algorithm that automatically writes Trading Systems. No programming is required. TSL is a remarkable Platform given the fact that the Trading Systems designed by the TSL machine over 10 years ago have never been reoptimized or altered in any way and are still top 10 rated by Futures Truth. TSL employs a Patented Automatic Induction of Machine Code with Genetic Programming engine capable of very high speeds and TSL produces production code, reducing or eliminating the need for trading system programming efforts and technical analysis expertise. The Executive Brief and Demo located above will give you a overview of this powerful trading strategy production tool. It is important to note that TSL designs an unlimited number of Trading Strategies on any market, any time frame, day trading or end of day, as well as portfolios, pairs and options, again, with no programming required. Clients range from beginners to PhD level Quant researchers and developers, domestic and international, as well as CTA's/CPO's, Hedge Fund's and Prop shops. Now, with 13 years of experience serving trading customers, TSL can bring that expertise to your trading operation. TSL provides one-on-one training and consulting at no additional cost to clients, to help ensure clients get the most out of the TSL engine.
- We have completed a Demo on Bitcoin market data. You can view the demo here: Go to Bitcoin Demo »
- TSL produces completely OPEN CODE machine learning based trading strategies requiring no programming on the part of the user. TSL is not a Black Box. The math, variables, logic, signal generation, preprocessing, etc., are exported in OPEN CODE. Many of the systems come out of the evolutionary process extremely simple with the core GP code being only 7-15 lines of code, using perhaps 3-5 variables. See our Las Vegas Traders Expo PPT for an example of a system that used only one (1) parameter here: Go to the LVTE Power Point » The process within TSL results in simple, high performance trading strategies, and simpler is better.
- TSL is very easy to use which is why we have clients ranging from beginners in Technical Analysis and Trading Strategies to PhD's in Computer Science, Economics, Machine Learning and AI. Our 6 minute demo summarizes how easy TSL is to use. If you can accomplish these three steps, you can use and be productive with TSL. Go to the TSL demo »
- In the Latest Issue of Futures Truth, TSL's ML designed Trading Strategies remain highly rated, even after 10 years of Forward Walk testing on Sequestered Data, the harshest form of Out of Sample testing. Two of the top 10 eMini S&P systems are TSL systems for example. Go to the Futures Truth website » Additional historical reports may be found in Futures Truth's reports as well as in TSL presentation material. Read the opinion letters from Futures Truth and other developers and traders here: Go to the Futures Truth Opinion Letter »
- Numerous new features for 2016 have been added to TSL including In-Sample/Out-of-Sample Scatter plots with Wilcoxon tests, Design-Time Adjustable Solutions(DAS), DayTrade Discrete Bars(DTDB), SuperBuffer increases, SubSystem Usage Reports and a soon to be announced options testing integration feature. Please take a look at our latest Flash Demos: Go to the TSL Flash Demos »
- TSL is pleased to announce that CSI COMMODITY SYSTEMS, INC. and TSL have formed an agreement to provide to our clients a portfolio of commodity data, specifically engineered for TSL Machine Learning. To obtain this data a CSI data subscription is required. No other vendor provides this specifically engineered data. This daily data will allow for improved Trading Strategy design using TSL and is the result of many years of research and development of data requirements. Without proper data, robust Trading Strategy designs are very difficult to accomplish. These data portfolios are downloaded and installed as part of the CSI data application. Helper files such as .DOP's and Attributes.INI files are preassembled by TSL to allow for easy data import into TradeStation. Other platforms that can read ASCII, MetaStock or CSI price data may load this data as well for use with TSL. Contact TSL to learn more about this new Trading System design data. CSI has been shown to have the most accurate commodity data available. Go to the CSI data report »
- A end to end 6 minute TSL design of a eMini system is available here: View the TSL Executive Brief: »
- Arguments regarding the use of Out of Sample (OOS) data are generally centered around the possible accidential use of this held out data in the development processs. If this happens, then the blind data is no longer blind, it has been corrupted. To eliminate this possibility, TSL submitted machine designed strategies for testing on Sequestered Data. What this means is that the strategy performance measurement occurs in the future. Since the held out data does not exist when the strategies were designed, there is no way that this evaluation data can be accidently used in the development process. Strategies produced by the TSL Machine have been tested on Sequestered Data by the independent third party, Futures Truth and are top rated, beating most other "Human" or Manually designed Trading Systems.
- NEW! Here is how you use TSL evolved systems in a C++ or C# OMS/EMS: View the TSL C# Brief: »
- For those of you who missed the LinkedIn Automated Trading Strategies Group Webinar presented by Trading System Lab titled: "WHO DESIGNS BETTER TRADING STRATEGIES? A HUMAN OR A MACHINE?" you may download it here here: Download the TSL Webinar: »
- The free period is over for the new Kindle Book containing our article titled: "Machine Designed Trading Systems", however you can download this inexpensive Kindle Book here: Download the Kindle Book »
- TSL is now officially on the Silicon Valley Map!. Silicon Valley Map and TSL location(6 o'clock position)»
- TSL is capable of using multi-data DNA within its preprocessors. See Demo #48 where we use the CBOE Volatility Index (VIX) to Machine Design a eMini S&P Trading System. This type of design work is simple to accomplish in TSL since the preprocessor is completely customizable using your unique patterns and indicators in a single or multiple data stream design. Enhanced Preprocessors have been shown to offer an additional boost to Trading System performance.
- How did the "TSL Software that writes Software Machine" out-design other human submissions to FT with no programming required? How do Machine Designed Trading Systems actually work? Our development chronology is well covered in our White Papers and Flash Demos available on the TSL web site.
- The Linkden Automated Trading Strategies WEBINAR can be found here: Go to the LinkedIn WEBINAR »
- The 2015 OUANTLABS WEBINAR can be found here: Go to the 2015 QUANTLABS WEBINAR »
- The 2014 OUANTLABS WEBINAR can be found here: Go to the 2014 QUANTLABS WEBINAR »
- What is the Optimum Bar Size to trade? 100 tick, 15 minute, daily??? TSL's new EVORUN module allows strategies to be Machine Designed while iterating over Bar Size, Trade Type, Preprocessor, Trading Frequency and Fitness Function in one multirun. EVORUN and TSL Version 1.3 Demos 51 and 52 are now available here: Go to TSL Demos »
- ALL TSL STRATEGIES ARE FULLY DISCLOSED IN OPEN CODE.
- WANT TO READ A BOOK ON THE TSL GENETIC PROGRAM? Frank Francone co-authored the university textbook "Genetic Programming: An Introduction" (The Morgan Kaufman Series in Artificial Intelligence).
- TSL is a stochastic, evolutionary, multirun, Trading Strategy autodesigner that produces and exports portable code in a variety of languages. This is a complete end to end Trading System design platform and will autodesign High Frequency Trading Systems, Day Trading, EOD, Pairs, Portfolios and Options Trading Systems in a few minutes with no programming. See Theses, White Papers, PPT Presentations and other documentation under the Literature Link at the left. Watch the Flash Demos at the left for a complete briefing on this new technology. The TSL Platform produces "Machine Designed", Trading Strategies at ultra high rates thanks to "register level" evaluations. No other trading strategy development platform on the market provides this level of power. The LAIMGP-Genetic Program within TSL is one of the most powerful algorithms available today and operates at rates much faster than competing algorithms. With TSL, trading systems and code are written for you in languages including C, JAVA, Assembler, EasyLanguage, and others through translators.
- Frank Francone, President of RML Technologies, Inc. has prepared a flash demo titled "Genetic Programming for Predictive Modeling". RML produces the "Discipulus" Genetic Programming engine that is used within TSL. This tutorial is an excellent way to learn about Discipulus and will provide a basis for your continued understanding of TSL's Auto-Design of Trading System Paradigm Shift. TSL simplifies the data import, preprocessing and design of Trading Systems using Trading System performance as fitness. Make sure you watch the TSL demos as the TSL platform is specifically targeted for Trading System design. Download the Discipulus tutorial »
- The technology used in Trading System Lab is 60 to 200 times faster than other algorithms. See White Papers on speed studies at SAIC here: Go to white papers »