Improve AI Basics - Multivariate Optimization
Multivariate Optimization
config = configModel.optimize({"bufferSize": [1024, 2048, 4096, 8192],
"videoBitrate": [256000, 384000, 512000]})
Recent Posts
Improve AI 8.0 - Contextual Multi-Armed Bandit Platform for Scoring, Ranking & Decisions
We’re thrilled to introduce Improve AI 8.0, a modern, free, production-ready contextual multi-armed bandit platform that quickly scores and ranks items using...
Simple Re-Ranking of SQL Queries with Machine Learning
In this tutorial, we will demonstrate how to use the Scorer and RewardTracker classes to update a ‘score’ column for a number of products in a ‘products’ tab...
Making Decisions with Ranker
In this tutorial, we’ll walk through how to use the Ranker class to make decisions, specifically choosing a discount to offer from a list of discounts. We’ll...
Optimize Any Python, Swift, or Java Object with Reinforcement Learning
Improve AI is a machine learning platform for making apps self-improving, meaning they optimize their own data structures and variables to improve revenue an...
Self Improving Apps: The Origin of a Radical Idea
I’ve been working on Improve AI for many years, but by 2017 the idea had begun to gel enough that I was ready to talk about it.
Improve AI - Easily Optimize Your App with Reinforcement Learning
Optimize and personalize your apps with fast AI decisions that get smarter over time. Decisions are made immediately, on-device, with no network latency. Th...
The NEW 20 lines of code that will beat A/B testing every time
In 2012, Steve Hanov wrote the popular and controversial blog post “20 lines of code that will beat A/B testing every time” that brought the previously acade...