What is Hummingbird?
It is a library for compiling trained traditional ML models into tensor computations. It allows users to seamlessly leverage neural network frameworks (such as PyTorch) to accelerate traditional ML models.
Hummingbird is a tool in the Machine Learning Tools category of a tech stack.
Hummingbird is an open source tool with 3.3K GitHub stars and 272 GitHub forks. Here’s a link to Hummingbird's open source repository on GitHub
Who uses Hummingbird?
Developers
4 developers on StackShare have stated that they use Hummingbird.
Hummingbird Integrations
Linux, PyTorch, scikit-learn, Windows, and macOS are some of the popular tools that integrate with Hummingbird. Here's a list of all 6 tools that integrate with Hummingbird.
Hummingbird's Features
- Current and future optimizations implemented in neural network frameworks
- Native hardware acceleration
- Convert your trained traditional ML models into PyTorch
Hummingbird Alternatives & Comparisons
What are some alternatives to Hummingbird?
Woodpecker
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Mantis
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JavaScript
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Git
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GitHub
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