Tag Archives: Models

Google releases open source reinforcement learning framework for training AI models

This article explains why Google is leading the way in machine learning, deep learning, and eventual artificial intelligence. Here is a summary:

Inspired by one of the main components in reward-motivated behavior in the brain and reflecting the strong historical connection between neuroscience and reinforcement learning research, this platform aims to enable the kind of speculative research that can drive radical discoveries,” Pablo Samuel Castro and Marc G. Bellemare, researchers on the Google Brain Team, wrote in a blog post. “This release also includes a set of colabs that clarify how to use our framework.”

It is the word ‘easy’ that attracts me to this framework to dig into in terms of machine learning. Also, this repository is written in Python which is an extra nice bonus as well.

Just a reminder of the latest events:

Adjusting Your Trading Algo Paremeters via Logs

For next Saturday Sept 8, I will be running an private event for my Elite members on the topic of:

This is becoming an important phase that I feel should be taught for any trading researcher in terms to tweek the performing of your trading ideas.

I am still yet to determine the time.

More sent out yesterday:

Webinar event: Build a baby automated trading system with algos require streaming

 

This is a very typical conversation I have with online strangers who want to control their own future. This will help those automated trading with altos require streaming.

A Twitter followed opened up with this conversation which created the idea to do this webinar topic.

I am thinking it may be better to pay someone to do the programming? I just don’t have the time. Do all algos require streaming from IQFEED or a third party service. I am looking at kairos have you heard of the program and any thoughts/ recommendations?

Ok I am very motivated . Sounds like python is the way to go. I have tried IBridgePy but didn’t get Far….My system is very simple .

Understanding your own coding is most predictable. I have many folks who lost thousands dues to bad programmers. This is what I have experienced among folks like yourself.

I am thinking it may be better to pay someone to do the programming? I just don’t have the time. Do all algos require streaming from IQFEED or a third party service. I am looking at kairos have you heard of the program and any thoughts/ recommendations?

Thanks. How long would you say it will take someone like myself to get a system up  and running and what services do you offer to get me to where I need to be?

It depends on your motivational level. It could take a couple of months with Python. If you try with a lower level like C++ or Java, it would be probably years but most people give up on it.

Here are some topics for the event

Understanding your own coding is most predictable. I have many folks who lost thousands dues to bad programmers. This is what I have experienced among folks like yourself.

  1. Here is what I will cover to build your ‘baby algo trading system’:
  2. 1. It depends on your asset class and broker of choice.
  3. 2. Sample way to download data with 3rd party solutions ranging from Excel to Java ion source source scanners.
  4. 3. How to use a Python package to do quick analysis using a popular technical analysis library
  5. 4. Analysis the results to assess trading order decisions
  6. 5. Which brokers with packages to execute orders

This will take place:

Note that this takes place on Tues Sep 4 dues to Labour Day!

 

You are invited to a Zoom webinar.
When: Sep 4, 2018 11:00 AM Eastern Time (US and Canada)
Topic: My WebinarWebinar event: Build a baby automated trading system with algos require streaming

Please click the link below to join the webinar:
https://zoom.us/j/309454798

Or iPhone one-tap :
US: +16465588656,,309454798# or +16699006833,,309454798#
Or Telephone:
Dial(for higher quality, dial a number based on your current location):
US: +1 646 558 8656 or +1 669 900 6833
Webinar ID: 309 454 798
International numbers available: https://zoom.us/u/xPHi0HZj

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

Quants need to use Finance specific type models such as Black-Scholes with algo require streaming

Lots of ‘quants’ rely on the old reliable Black Scholes model for options pricing and forecasting. This question came about compairing it to a form of machine learning. Is it possible that machine learning will exceed or already has? It seems time only will tell in a few months as I will start researching in the cold hibernating months. Gee we got through this some how.

Here is a Quora question posted on my site:

https://www.quora.com/Why-do-quants-need-to-use-Finance-specific-type-models-such-as-Black-Scholes-and-others-rather-than-using-deep-learning-and-traditional-machine-learning-techniques

I also made another 38 mnute. Here is what I posted yesterday:

Demo of live crypto currency positions profit and loss algo trading

 

I just did a 38 minute on digging into how certain positions can be profitable or losing money, I go so deep here as I need to track a way to close out the positions for profit and loss measurement. The logs I generated are very good to see the life cycle of the position. You see see if position goes profitable and see how fast it can go negative. This is the advantage of using these type of logs. In fact, I may do a day webinar for my Elite members for this.

This Tuesday, I have this arrangement:

Webinar event: Build a baby automated trading system with algos require streaming

 

This is a very typical conversation I have with online strangers who want to control their own future. This will help those automated trading with altos require streaming.

A Twitter followed opened up with this conversation which created the idea to do this webinar topic.

I am thinking it may be better to pay someone to do the programming? I just don’t have the time. Do all algos require streaming from IQFEED or a third party service. I am looking at kairos have you heard of the program and any thoughts/ recommendations?

Ok I am very motivated . Sounds like python is the way to go. I have tried IBridgePy but didn’t get Far….My system is very simple .

Understanding your own coding is most predictable. I have many folks who lost thousands dues to bad programmers. This is what I have experienced among folks like yourself.

I am thinking it may be better to pay someone to do the programming? I just don’t have the time. Do all algos require streaming from IQFEED or a third party service. I am looking at kairos have you heard of the program and any thoughts/ recommendations?

Thanks. How long would you say it will take someone like myself to get a system up  and running and what services do you offer to get me to where I need to be?

It depends on your motivational level. It could take a couple of months with Python. If you try with a lower level like C++ or Java, it would be probably years but most people give up on it.

Here are some topics for the event

Understanding your own coding is most predictable. I have many folks who lost thousands dues to bad programmers. This is what I have experienced among folks like yourself.

  1. Here is what I will cover to build your ‘baby algo trading system’:
  2. 1. It depends on your asset class and broker of choice.
  3. 2. Sample way to download data with 3rd party solutions ranging from Excel to Java ion source source scanners.
  4. 3. How to use a Python package to do quick analysis using a popular technical analysis library
  5. 4. Analysis the results to assess trading order decisions
  6. 5. Which brokers with packages to execute orders

This will take place:

Note that this takes place on Tues Sep 4 dues to Labour Day!

 

You are invited to a Zoom webinar.
When: Sep 4, 2018 11:00 AM Eastern Time (US and Canada)
Topic: My WebinarWebinar event: Build a baby automated trading system with algos require streaming

Please click the link below to join the webinar:
https://zoom.us/j/309454798

Or iPhone one-tap :
US: +16465588656,,309454798# or +16699006833,,309454798#
Or Telephone:
Dial(for higher quality, dial a number based on your current location):
US: +1 646 558 8656 or +1 669 900 6833
Webinar ID: 309 454 798
International numbers available: https://zoom.us/u/xPHi0HZj

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

Hoe to Running Tensorflow Machine Learning Models on Android

Guide to Running Tensorflow Machine Learning Models on Android

I was amazed by this Youtube channel source revealing this combo. It actually made me rethink on the future of mobile but Google is doing a decent job to convert machine learning models from desktop to cloud and even mobile. Even the author of this Youtube channel seems to mock the artificial intelligence application of Apple. As you know, I love Apple but these kind of videos make me rethink my ML development strategy.

Watch this Video
Now, if you have been watching my Instagram account, a chart went up that proved machine learning is NOT outperforming standard methodologies by pros to look at the markets. This does NOT mean ML is valid, it means you need to apply the right uses for it. This includes real time analysis against your portfolio or high speed bid/ask trading strategies. Can you analyze like this as human? I do not think so.

 

Have you seen my last high performing charts from Bitcoin, Emerging Markets, and agriculture. If you had traded these, you could have been well onto your way for retirement. Check out my 20 minute video I just posted.

 

What more can I say within this video? I would take advantage of my deal for my Quant Analytics service https://quantlabs.net/blog/2017/07/incredible-trading-performance-calls-from-my-analysis/
It is quite telling on my Analytics Service I launched a few months ago.

I also have listened to a number of you on how you don’t want a service that automatically renews each month. As a result, I am offering new subscription ‘levels’. If you did not take advantage of last weeks 3 month, well I have extended the term for 7 months for the price of 5. As you know, this will not be promoted forever.

Buy Now
(You will not find this deal anywhere on my site as you are the only ones who see it!)

Here are some benefits of this service here.

Thanks Bryan

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

Guide to Running Tensorflow Machine Learning Models on Android

Guide to Running Tensorflow Machine Learning Models on Android

This could change my view on IOS Mobile if I can easily tiesthese two technologies as provided by this video channel

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

How to Deploy Keras Machine Learning Models to Production

How to Deploy Keras Machine Learning Models to Production

This is the hottest machine learning Python library

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

What Math Models of Herding Cows Can Teach Us About Markets

What Math Models of Herding Cows Can Teach Us About Markets

I would just have looked at the cattle agriculture markets

http://www.bloomberg.com/news/articles/2016-10-31/odd-lots-what-mathematical-models-of-herding-cows-can-teach-us-about-markets

Join my FREE newsletter to see how I plan to implement my own trading models

 

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

Quant Trading book: Algorithms, Analytics, Data, Models, Optimization

Quant Trading book:  Algorithms, Analytics, Data, Models, Optimization

Detailed but how is this book any different from others like Paul Wilmott

https://www.crcpress.com/Quantitative-Trading-Algorithms-Analytics-Data-Models-Optimization/Guo-Lai-Shek-Wong/p/book/9781498706483

Another book noted by Sholom B

Join my FREE newsletter to learn more about quant trading books for automation

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!

Multifactor Risk Models and Heterotic CAPM

Multifactor Risk Models and Heterotic CAPM

In summary: So, stop wasting money and complaining, start building risk models and enjoy!

http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2722093

Join my FREE newsletter for other helpful research papers in automated trading

HOW DO YOU START A PROFITABLE TRADING BUSINESS? Read more NOW >>>

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!