Search
× Search
Wednesday, April 17, 2024

Archived Discussions

Recent member discussions

The Algorithmic Traders' Association prides itself on providing a forum for the publication and dissemination of its members' white papers, research, reflections, works in progress, and other contributions. Please Note that archive searches and some of our members' publications are reserved for members only, so please log in or sign up to gain the most from our members' contributions.

Bayesian Optimization as a Service for Quantitative strategies

photo

 Charles Brecque, Operationalising Machine Learning via automated web-services

 Tuesday, May 29, 2018

Our Oxford University Machine Learning spin-out, Mind Foundry, has just released a general purpose Bayesian Optimizer deployed via web-services (OPTaaS). It can optimize any trading models/strategies/pipelines without accessing the models or the data and handles any type of parameters. You can start playing with OPTaaS in this public Jupyter notebook tutorial (https://tutorial.optaas.mindfoundry.ai ) and find out more here: https://www.slideshare.net/CharlesBrecque/optaas-v2 Don't hesitate to contact me for API keys: optaas@mindfoundry.ai


Print

5 comments on article "Bayesian Optimization as a Service for Quantitative strategies"

photo

 Charles Brecque, Operationalising Machine Learning via automated web-services

 Tuesday, May 29, 2018



Read more about the OPTaaS API here https://public.optaas.mindfoundry.ai/


photo

 Scott Boulette, Algorithmic Trading

 Tuesday, May 29, 2018



Very interesting concept


photo

 Charles Brecque, Operationalising Machine Learning via automated web-services

 Wednesday, May 30, 2018



Feel free to contact me for a trial, I would appreciate your feedback!


photo

 Gary Boetticher, Associate Professor at University of Houston Clear Lake

 Thursday, May 31, 2018



How does this differ from the optimization feature in AmiBroker?


photo

 Charles Brecque, Operationalising Machine Learning via automated web-services

 Friday, June 1, 2018



Hi Gary, optimization in AmiBroker doesn't scale easily beyond 2 parameters. It also doesn't allow you to optimize a modular trading pipeline (model selection, training window, forecasting horizon, portfolio selection rule) but only modules of the pipeline.

OPTaaS is the fastest and most flexible global optimizer on the market.

Please login or register to post comments.

TRADING FUTURES AND OPTIONS INVOLVES SUBSTANTIAL RISK OF LOSS AND IS NOT SUITABLE FOR ALL INVESTORS
Terms Of UsePrivacy StatementCopyright 2018 Algorithmic Traders Association