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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


Logistic regression is a method for modeling the relationships between one or more explanatory variables and a categorical variable by expressing the posterior statistical distribution of the categorical variable via linear functions on observed data. If the categorical variable is binary, that is...

Algorithm - Fulfilled on Amazon SageMaker


2016 has seen some of the largest DDOS (Distributed Denial of Service) attacks to date. The attacks were carried out by botnets comprised of insecure IoT devices from all over the world. Our goal is to detect botnet attacks using the traffic data from 9 different IoT devices. Each devices has been...

Model Package - Fulfilled on Amazon SageMaker


Customer churn refers to the situation when a customer ends their relationship with a company, and it’s a costly problem. Loss of customers impacts sales of a company. This model can be used by companies to predict the probability of a customer leaving the company. The model is trained on the data...

Model Package - Fulfilled on Amazon SageMaker

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Sensifai offers automatic music genre recognition and tagging. For example, our basic software recognizes different categories of music pieces. In Sagemaker platform, you can easily fine-tune this software to recognize a new set of music genres by providing the required training dataset.

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Indus.ai's Person and Truck Detector can be used to get the exact position of people and trucks within an image. Our detector will give you the bounding box coordinates and class of each person and truck within your image. Since we run on GPU, our model is design to give you the highest possible...

Model Package - Fulfilled on Amazon SageMaker


Using the latest Artificial Intelligence components, Bigfinite can help you create your own root cause discovery test and convert your seemingly confusing and unrelated data into predictable content. Specifically, Bigfinite's AI Outlier Detection algorithm will enhance the predictability of your...

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Bitcoin predictor model can help to predict the bitcoin prices based on the time series data. The model is trained with 4 years of data to identify patterns and trends. Tensorflow’s LSTM deep learning model has been used to create the model.

Model Package - Fulfilled on Amazon SageMaker


This model will generate lyrics for your next Billboard-topping single. It was trained on a corpus of songs of 139 artists, including those of many of the 100 most popular artists in America. The API takes two inputs: an artist name and seed words that the song could start with and will generate a...

Model Package - Fulfilled on Amazon SageMaker

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With Deep Vision image recognition API, you can recognize +13,000 concepts, objects, scenes in your images and videos automatically. We provide a list of tags with their associated probability score for each concept we recognize. Our clients utilize image recognition technology to automate the...

Model Package - Fulfilled on Amazon SageMaker