Tag Archives: Scala

AI machine learning deep learning seems to work well with Scala Keras TensorFlow

AI machine learning deep learning seems to work well with Scala Keras TensorFlow

Someone on my newsletter from France has convinced me this HAS GOT to work (he is part of my community)

HEY HEY HEY GREAT BRYAN PRECIOUS FRIEND FOREVER GUY !!

… I am deeply convinced that AI  is THE MOST AMAZING TRADING STRATEGIES AND VERY LOGIC AND PRECISE ENOUGH according to my own experiences gained after deep investigations over the past 3 years and it is VERY POWERFUL TECHNIQUE AFTER THE AKKA FOR TRADING ON MODERN COMPUTER SCIENCES today so the truth of matter is that TRADING WITH AKKA OR SCALA is most advantageous because here is the GREAT TANDEM BETWEEN hardware and Software is taking into account essentially the executing time for passing order quite important factor(TWITTER SENTIMENT REAL TIME)  and in other side TRADING WITH AI offers the full capabilities OF DEEP LOGIC REASONING SENSE OF THINGS  including the logical architectural composition of all layers which might influence the performance of the final results as well potentially and quite obviously enough   and the GREAT ADVANTAGE OF LETTING THE ALGORITHMS makes its own Computation based upon the Strategies w… I have implemented few Algorithms Recently with KERAS AND TENSORFLOW by using the AI and I  have noticed an unpreceded AWSOME RESULTS computations essentially the exactness of my Predictions so as a matter of fact and  to respond  i am totally in favor of AI actually and it avoids the unknown hidden process with some TRADITIONAL ALGORITHMS furthermore  here in a real time you see and verify each step of the execution of each next action or decision to  figured out with  one of my  ALGORITHMS with Ipython notebook even the Curve which describes and plotted ( all indices where to BUY AND WHEN TO SELL  for different WINDOWS !!!
Subsequently the morality is that AI is matter of Deep Logical reasoning with Good Understanding of THE EQUATIONS articulated around the Policy to apply with so maybe you are totally right to say that PEOPLE ARE NOT VERY FAMILIAR WITH sure enough and I admit that vision actually because IT IS NOT A SIMPLE MATTER of INTUITION and requires a very RIGOROUS mechanism of reasoning exercises behind the scenes, to say the least, the general intuition of dealing with things like with many traditional techniques on the past previous methods is not sufficient for encompassing the reality in AI TRADING MECHANISM , basically this my opinion about your question and feel free to have a look at it and make  your own appreciation
Big thanks to him for sending! How long can you ignore it?
More info on TensorFlow with other tools:
OH OH OH GREAT BRYAN PRECIOUS FRIEND FOREVER GUY INDEED  !!

Yeah it is just a simplistic vision but the better way to comprehend all my suggestions above to you is to dissecting each line and have look and feel on each step in order to grasp and digest the sophisticated mechanism underneath THIS STRATEGY  and once you have understood for the first run  by exercising it by yourself with  yahoo module (PYTHON)  for example then you might radically demystify  the myth  ALGORITHM  behind the scenes so to say you the least MY PRECIOUS FRIEND FOREVER GREAT BRYAN you opened to my the door on TRADING with python as being FAIR AND BRILLIANT EXPERT YOU ARE GREAT BRYAN and I have pushed further my investigations upon it till I discovered the powerfulness of TensorFlow  more than one year ago exactly after the democratization of this powerful framework from GOOGLE TEAM in 2015 exactly and at that period of time Tensorflow was totally unknown by the large public audience including some well-trained and experienced TRADERS in the HIGHEST FINANCIAL CIRCLE so essentially I  spent  more than  1 year to learn Tensorflow since its inception in conjunction with Theano and Lasagne with Torch, Caffe but according to my own appreciation,  the advanced features offered by Tensorflow in such ALGEBRAIC straightforward  matrix operations are quite plausible enough for someone who really needs to understand each detail for avoiding the general habit of scratching the surface only which might potentially lead to further erroneous and hazardous cumbersome situations and on the top of that issue for facilitating some process , Keras would offer a tremendous benefit when you configure it to run Tensorflow in the backend for the sake of simplicity implementation(LAYERS Convolutions and so on …)  sometimes so here  I have a dozen  of ALGOS for trading in real world scenario to forecast all  commodities stocks including even the exotics stocks from JAPANESE(YENN)  stocks market to the most simplest BINARY OPTIONS , additionally the POWERFUL AKKA REACTIVE technology is here as well which i have described to you above through the real time SENTIMENT ANALYSIS(TWITTER quite new because all previous statical ALGORITHMS OF TRADING DID NOT TAKE INTO ACCOUNT THE GENERAL FEELING OF CONSUMERS at the right momentwhen you decide to trade!!! )  from the consumers which takes all parameters quite emotional trends behaviors and the daily events in each Country where you forecast the stocks to purchase which might affect the general tendency on the market and in the backend this tandem or duality between SOFTWARE AND HARDWARE is handled by the uniqueness and powerfulness of SCALA AND AKKA within its most abstractness based upon NON-BLOCKING MULTITHREADING during the passing order process within a fraction infinetely small 1nano seconds for example and here is  another KEY IMPORTANT FACTOR as well  the time within the WINDOWS and this factor was not taken into account from all previous TRADING ALGORITHMS (MONAD , FUNCTORS and so on more generally speaking the  FUNCTIONAL PROGRAMMING  mechanism and BACK PRESSURE in real time scenarios which allow me to depict at each regular interval the new trends on the market and by including a special module  based upon reactive js to make the special recommendation automatically  for the users and all abstracteness are dilluted in the backend calculations ok so my precious FRIEND BRYAN we shall talk more about them and exchanging  things later on after my arrival in MUNICH and PLEASE DO KEEP IN TOUCH MY PRECIOUS FRIEND  GREAT BRYAN because you  opend to me the first STEP and i cannot FORGET YOU GUY OK IT IS A NOTION OF RECIPROCALITY ESTEEM AND STRONG AND WARMEST FRIENDSHIP always REMEMBER ALL GOOD FRIENDS  AND PRECIOUS FRIENDS WHO HELPED ME OK and i was born like i am GUY AND i cannot change THOSE INNATE PRINCIPLES inside of me ok so have an excellent and peaceful evening in the great USA MY GREAT BRYAN and take care GUY ok 
NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Is Scala and Spark the secret trader delight

Is Scala and Spark the secret trader delight

More shops could be using it secret but I don’t like Java nor the JVM

View story at Medium.com

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NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Build AIO Trade with Java Scala

Build AIO Trade with Java Scala

I am revisiting this open source software from the old video below. Here are my instructions to run for both version of Java (old from SourceForge) with a newer in Scala from GitHub

 

Install AIOTRADER

Download https://sourceforge.net/p/humaitrader/wiki/Home/

Run aiotrade in Shell but:

 

Cannot find java. Please use the –jdkhome switch

 

Note SVN command  at https://sourceforge.net/p/humaitrader/svn/HEAD/tree/

svn checkout svn://svn.code.sf.net/p/humaitrader/svn/trunk humaitrader-svn

 

Download Netbeans SE IDE

https://netbeans.org/features/index.html

 

You should be able to have aiotrade project recognized within Netbeans to build and run

 

Charting does not work from the SourceForge link! So trying GitHub version with Scala

https://github.com/dcaoyuan/aiotrade

 

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Old original video of AIO Trade in Java on Windows

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Is Scala unpopular a programming language?

Is Scala unpopular a programming language?

This article title is considered ‘sensationalist’

https://www.quora.com/Why-is-Scala-becoming-so-unpopular

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NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Why Erlang is efficient and is mission critical vs Scala, works great with Java or C++

Why Elrang is multicore efficient open source and is mission critical vs Scala, works great with Java or C++ Hello automated trading ?

Very helpful links make this language awesome glue between prototyping languages like Python or R with C++ or Java

These are really

http://www.infoq.com/news/2008/06/scala-vs-erlang

http://www.adamtornhill.com/code/tinchpp.htm

http://stackoverflow.com/questions/1811516/integrating-erlang-with-c

http://stackoverflow.com/questions/2708033/technically-why-are-processes-in-erlang-more-efficient-than-os-threads

http://www.infoq.com/news/2008/06/scala-vs-erlang

C++ integrations:

http://stackoverflow.com/questions/1811516/integrating-erlang-with-c

http://www.adamtornhill.com/code/tinchpp.htm

I gain confidence in this language when I see videos like this:

Join my FREE newsletter to see how I do with this awesome language Erlang

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Horseshoes are up my butt I got the shells for Erlang and Scala working on this new Ubuntu Linux environment

Whoa.  Horseshoes are up my butt I got the shells for Erlang and Scala working on this new Ubuntu Linux environment

While good luck on our side, I thought I would take a chance to install Elrang and Scala.

For Erland try: http://askubuntu.com/questions/190612/how-to-install-erlang-in-ubuntu-12-04

sudo apt-get install erlang erlang-doc

To run, just use erl.

For Scala http://en.wikibooks.org/wiki/Scala/Setup

sudo apt-get install scala scala-doc

 

I got both shells working. Now the IDEs, but I prefer Netbeans over Eclipse but that is personal

https://www.simonholywell.com/post/2013/03/install-netbeans-scala-ubuntu.html

Some also Intellij but whatever (story to be continued in a few months) once get better at these things:

http://stackoverflow.com/questions/1137447/whats-a-good-ide-for-erlang-programming

http://wiki.jetbrains.net/intellij/Installing_and_running_IntelliJ_IDEA_on_Ubuntu

Join my FREE to see where this goes with Scala and Erlang

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NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Request of tech answers for Apple Mac OSX for Python R Java 8 CPP Erlang Scala, quant trading research and HFT consulting needs

Request of tech answers for Apple Mac OSX for Python R Java 8 CPP Erlang Scala, quant trading research  and HFT consulting needs

Thanks to all on Twitter and other social media!

After dropping into a local Apple store, I fell love in again with their hardware and most of all service!!

I played with all the hardware from the latest Macbook to Imacs with the usual mobile devices from Apple. I started thinking about my future with why is everyone on Apple. It reminded why when i was a Mac head addicst 10 years ago.

Also, talking to others in learning about ‘newer’ languages like Scala amd Erlang, you kind of find out why they are gaining in popularity. Also with a recent comment on maybe just maybe, Python maybe eay  to finally install so here are some questions:

Ok enough of that stuff, here are some tech requests:

1a. What is your idea IDE (integrated development environment) for Python ? I like Sypder 2 but found it chokes on package management. Please tell me what you tuse as IDE for Mac OSX

b. Anyone using either Xcode or Eclipse for any languages? Which ones?

2. Is anyone integrating R and Python together for trading operation means (ie. trading execution to brokers)

3. What is your ideal C or C++ IDE for Mac OSX? Code::Blocks anyone?

4. What your ideal IDE for Sclada or Erlang? Anyone using the more recent Java 8?

5. Anyone tying together any of these tech languages component together? Are you using a message queueing library like ZeroMQ? Or do you embed certain engines into something like C++?

Let me know and thanks

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NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Is Scala the better functional programming languages over DotNET FSharp language for these advantages? Java JVM? etc

Is Scala the better functional programming languages over DotNET FSharp language for these advantages? Java JVM? etc

According to those across the pond, advantages include:

Faster

Deploy anywhere

More math library support

What do you think?

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NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

Why I prefer DOTNET FSharp over something like Scala, I dug into this further for more convincing myself

fsharp

After yet again explaining why I prefer DOTNET FSharp  over something like Scala, I dug into this further for more convincing myself

 

Despite not being an expert here, Scala is a no go due to the botchery Oracle has decided to put the latest iterations of Java thru. The JVM is one horrid security breach I would never want to run!

 

I also addressed this is in a Skype session:

 

f# has a lot of momentum

i have used java for 8 years

 

[5:24:29 PM] Bryan Downing: it is old data garbage where java 8 is desparately trying to catch up to the .net innovations

[5:24:56 PM] Bryan Downing: sorry, just my POV but from a tech point, i will experiment with python is coming weeks but i am not holding my breath

[5:25:02 PM] Bryan Downing: scala is good believe it is good

 

As for the links above, F# is dead simple to set up with Visual Studio. I even tried it where I was impressed. When you deal with setting up something like Scala within Eclipse, I would rather burn myself and run around professing my love  for Anton Kreil’s high quality master class in learning how to be a better trader. Hack hack.

 

Anyhooo..read the comments in the link below.. Save yourself some time and headache.

– See more

Also, have you read my entire story about starting a PROFITABLE trading business? This is thanks to Ernie Chan to put out his book in 2008. A movement has started where I am hoping this site can help you accomplish your financial destiny and long term control. Read more about how to accomplish that here.

 

Keep the faith!

 

Bryan

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!

After yet again explaining why I prefer DOTNET FSharp over something like Scala, I dug into this further for more convincing myself

After yet again explaining why I prefer DOTNET FSharp  over something like Scala, I dug into this further for more convincing myself

The ideal Quant Environment

Despite not being an expert here, Scala is a no go due to the botchery Oracle has decided to put the latest iterations of Java thru. The JVM is one horrid security breach I would never want to run!

I also addressed this is in a Skype session:

f# has a lot of momentum

i have used java for 8 years
[5:24:29 PM] Bryan Downing: it is old data garbage where java 8 is desparately trying to catch up to the .net innovations
[5:24:56 PM] Bryan Downing: sorry, just my POV but from a tech point, i will experiment with python is coming weeks but i am not holding my breath
[5:25:02 PM] Bryan Downing: scala is good believe it is good

As for the links above, F# is dead simple to set up with Visual Studio. I even tried it where I was impressed. When you deal with setting up something like Scala wihin Eclipse, I would rather burn myself and run around professing my love  for Anton Kreil’s high quality master class in learning how to be a better trader. Hack hack.

Anyhooo..read the comments in the links above. Save yourself some time and headache.

Also, you will never please those Microsoft bashers out there, they are too stupid and ignorant to see how far Satya Nadella has brought this company out of the monopolistic and old man days of thinking. Oh well, you can never please them and what moron would base their entire trading decision because of some hatred of a tech company. That is real smart approach to trading in today’s fast changing world.

Join my FREE newsletter to see how I proceed with this F# thing

NOTE I now post my TRADING ALERTS into my personal FACEBOOK ACCOUNT and TWITTER. Don't worry as I don't post stupid cat videos or what I eat!