Bandito™
Highly-Efficient automated machine learning to Accelerate Your GROWTH
A/B Testing has been the gold standard for website development and optimization, but it is slow, manual, and difficult to manage, requiring enormous labor tweaking heuristics. With best-in-class engineering and ease-of-use, the Bandito™ AutoML platform can help you accelerate your growth, improving conversions as soon as it is mathematically possible. Why stop at multi-variate testing when you can unleash the full power of AutoML to optimize your products? Click here to see Bandito™ in action, optimizing an A/B test in real-time, and providing an automated, web-hosted dashboard to help you see performance as it continuously improves. Our documentation link below steps you through a few examples in Javascript to get you up and on your way.
Bandito HP™
State-of-the art hyper-parameter tuning with Bayesian optimization
The Bandito™ AutoML platform is designed with efficiency in mind for user-facing applications, but when you need heavier lifting, automatic candidate selection, and latency is not an issue, it’s time to bring out the big guns. Bandito HP™ can use either Gaussian processes or random forests to get to most bang out of every sample, so you can work through algorithm selection and hyper parameter tuning with ease. Our proprietary technology allows you to pull multiple selections in parallel, ensuring that an arbitrary number of GPUs are efficiently exploring hyper parameter space at the same time without stepping on each others’ toes. The HP might as well stand for High Power! Dramatically quicken your machine learning development using the Bandito HP™ AutoML platform.
Bandito CF™
State-of-the art Collaborative Filtering
Whether you’re optimizing an email campaign, recommending products, or helping users search for similar items, Bandito CF™ has your back with the latest collaborative filtering technology. Infinitely expandable and works right out of the box, our AutoML platform allows you to simultaneously collect data while you recommend items to your users, and with our HyperTune™ technology, you know your customers will always get the best possible recommendations available no matter how you set it up. Better yet, Bandito CF™ works seamlessly with our other products so that you can easily expand interactivity without a hitch.
Bandito Sequence™
Reinforcement learning for real-world applications
The holy grail in any website or application design is to help your users get to their goals as quickly and successfully as possible, but with countless design choices along the way, it can be daunting to find the best way to do it. By using the latest research in reinforcement learning and sensible engineering design, Bandito Sequence™ automatically optimizes each step along the way, allowing you to deploy multiple bandit services, either in parallel or in sequence, that reinforce each other to increase your user success rate. Ideal for chatbots, sign-up flows, and website optimization, Bandito Sequence™ closes the data-gathering, algorithm tuning, and deployment loop to take your application to the next level.
Bandito Scholar™
Bandit-Run Educational Tools
Software education tools are hobbled by old technology and hand-tuned heuristics. Let Bandito Scholar™ identify a student’s weak spots and automatically adjust the curriculum to focus on them. Clear interfaces allow the student and teacher to define their own goals together and work towards success. The best technology doesn’t have to be locked away in corporate servers — bring the power of AutoML to facilitate your educational and professional development goals. See Fret Ferret™ for a live demonstration, or contact us for more information.
Fret Ferret™
AI-Accelerated lessons for the guitar
We provide a series of music lessons for the guitar to help players build the necessary skills to improvise freely over the entire fretboard. The lessons use our Fret Ferret tool, which you can interact with using your mouse, phone, or your own guitar played into the microphone. Students don’t have to waste time reviewing content they already know: AI acceleration provided by Bandito Scholar™ automatically builds a user profile as they interact with Fret Ferret™, and focuses the questions on their problem areas. Click here to learn more and to see a live demonstration.
Log and Retriever™
Easy Access to Common Data structures
Building a machine learning-enabled web app requires not just well-implemented algorithms, but also a targeted set of tools for interacting with data stored on the cloud. Log and Retriever™ provides a light-weight API for storing information to common data structures like dictionaries, lists, and sets, as well for retrieving that information later. Built on AWS Lambda and DynamoDB, Log and Retriever™ is the fastest product in its category on the market, and is ideal for persisting application states within and across sessions, building dashboards to interact with stored machine learning models, and much more. The Bandito™ real-time A/B testing demonstration and dashboard are powered by Log and Retriever™ under the hood.