PredictionIO
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PredictionIO
Development & TrainingWhat is PredictionIO?
PredictionIO is an open source machine learning server for software developers to create predictive features, such as personalization, recommendation and content discovery.
PredictionIO is a tool in the Development & Training category of a tech stack.
Key Features
Integrated with state-of-the-art machine learning algorithms. Fine-tune, evaluate and implement them scientifically.Customize the modularized open codebase to fulfill any unique prediction requirement.Built on top of scalable frameworks such as Hadoop and Cascading. Ready to handle data of any scale.Build powerful features in minutes, not months. Streamline the data engineering process.
PredictionIO Pros & Cons
Pros of PredictionIO
- ✓Predict Future
Cons of PredictionIO
No cons listed yet.
PredictionIO Alternatives & Comparisons
What are some alternatives to PredictionIO?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
NumPy
Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases.
Jupyter
The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.