htm.java
An official Java port of Numenta's Hierarchical Temporal Memory (HTM) library for machine intelligence and anomaly detection.
What is htm.java?
htm.java is an official Java port of the Numenta Platform for Intelligent Computing (NuPIC), implementing Hierarchical Temporal Memory (HTM) theory. It provides a library for building machine intelligence systems that learn from streaming data, detect anomalies, and make predictions based on temporal patterns. The project maintains close synchronization with NuPIC's core algorithms while offering a Java-native API.
Java developers and researchers interested in biologically-inspired machine learning, anomaly detection in time-series data, and implementing HTM theory in production systems.
Developers choose htm.java for its official community-driven port of NuPIC, offering a performant Java implementation with a 1-to-1 feature correspondence to the original Python library. Its Network API simplifies complex HTM network creation, and it integrates seamlessly with Java build tools like Gradle and Maven.
Overview
Hierarchical Temporal Memory implementation in Java - an official Community-Driven Java port of the Numenta Platform for Intelligent Computing (NuPIC).
Use Cases
Best For
- Building anomaly detection systems for real-time streaming data
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