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H2O’s AutoML can be used for automating the machine learning workflow, which includes automatic training and tuning of many models within a user-specified time-limit. Stacked Ensembles – one based on all previously trained models, another one on the best model of each family – will be automatically...

Algorithm - Fulfilled on Amazon SageMaker


As Communications Service Providers (CSPs) embark on rolling out the latest 5G enterprise services, MYCOM OSIs AInsights application is an essential capability for CSPs to deliver services with AI-based insights for high performance. It operates at two levels: 1) feeding normalized network and...


This algorithm uses the scikit learn framework to predict hospital readmissions from EMR data, DRGs and billing data. The model predicts the probability that a patient will return to the hospital within a certain time period(30 days) or not. The predicted output is the % chance that the patient...

Algorithm - Fulfilled on Amazon SageMaker


Gretel (https://www.gretel.ai) is a generative AI platform for creating multi-modal synthetic data on-demand. Use Gretel to automatically fine-tune custom AI models and generate synthetic data that's as good or better than data you already have. Gretel has four core APIs--Synthetics, Transform,...

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This algorithm performs time series anomaly detection with a Long Short-Term Memory Network Autoencoder (LSTM-AE). It implements both training and inference from CSV data and supports both CPU and GPU instances. The training and inference Docker images were built by extending the PyTorch 2.1.0...

Algorithm - Fulfilled on Amazon SageMaker


Customer Decision Hub collects data from every interaction as it's taking place, combines that with the customer's full interaction history to determine their current context, and then delivers next-best-action recommendations during their moment of need. With Pega, you'll pivot between selling,...


H2O’s Deep Learning is based on a multi-layer feedforward artificial neural network that is trained with stochastic gradient descent using back-propagation. The network can contain a large number of hidden layers consisting of neurons with tanh, rectifier, and maxout activation functions. Advanced...

Algorithm - Fulfilled on Amazon SageMaker


Glean is the AI-powered work assistant that searches across all of your company's data to help you find the answers you need. It's the enterprise-grade solution for bringing generative AI into the workplace: the single place where you can get answers that are grounded in your company's...

Linux/Unix, Ubuntu 20.04.1 LTS - 64-bit Amazon Machine Image (AMI)


SIEM has transformed into a search tool, compliance has transformed the data ecosystem into a data swamp, and analytics are nonexistent. Companies are storing (spending) in triplicate, while Abstract Security offers a revolutionary approach to security analytics with their cyber threat operations...