This is an Image Classification model from [PyTorch Hub](https://pytorch.org/hub/pytorch_vision_vgg/). It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises images of different classes....
Model Package - Fulfilled on Amazon SageMaker
Membership inference attacks (MIA) can be staged just by observing the output of the model while having access to some datapoints of training data. MIA attack is a blackbox attack and does not need access to model's parameters. Such ML attacks can result in severe losses and cause security...
Algorithm - Fulfilled on Amazon SageMaker
This comprehensive service includes advanced machine learning models, maintenance, secure cloud hosting and data sourcing and integration along with easy-to-use data visualizations that deliver actionable insights. Operational areas currently cover asset & wealth management as well as loan...
Rapid Assessment & Delivery Strategy (RADS) A low cost, and low risk workshop approach where we review the current operations of your teams; document the desired outcomes and risks to be mitigated; document the high-level business requirements, to provide you with a proposed future-state solution...
This is a Sentence Pair Classification model built upon a Text Embedding model from [PyTorch Hub](https://pytorch.org/hub/huggingface_pytorch-transformers/). It takes a pair of sentences as input and classifies the input pair to 'entailment' or 'no-entailment'. The class label entailment implies...
Model Package - Fulfilled on Amazon SageMaker
Quantum Feature Selecton is hyrbid quantum computing approach to optimize feature selection in artificial intelligence/machine learning (AI/ML) model training and prediction. This solution approaches feature selection as an optimization problem and selects the most critical variables and eliminates...
Algorithm - Fulfilled on Amazon SageMaker
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The classification of the galaxy is vital for studying the formation of galaxies and evaluation of our universe. Galaxy morphological classification is a framework (devised by Edwin Hubble) that divides galaxies into groups based on their visual appearance such as elliptical galaxies, spiral...
Model Package - Fulfilled on Amazon SageMaker
Opcenter Execution Discrete (EX DS) software, which is part of the Siemens Xcelerator portfolio, the comprehensive and integrated portfolio of software, hardware and services, is designed to meet the needs of industries that execute sequential discrete manufacturing functions, including: -...
Our platform sets itself apart with a proprietary clustering approach, designed to contextualize your data with unparalleled precision. EventAware ensures the relevance and accessibility of information tailored specifically to meet your mission needs. We leverage the capabilities of...
Latent semantic analysis (LSA) is a technique in natural language processing, in particular distributional semantics, of analyzing relationships between a set of documents and the terms they contain by producing a set of concepts related to the documents and terms.
Algorithm - Fulfilled on Amazon SageMaker
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