microsoft/NeuronBlocks
Microsoft NLP deep learning modeling toolkit for building neural network pipelines using configurable block and model components.
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NeuronBlocks is a PyTorch-based toolkit that abstracts commonly used neural network components into reusable blocks and provides pre-built NLP model configurations as JSON files. It supports tasks including sentence classification, sentiment analysis, question answering matching, textual entailment, slot tagging, and machine reading comprehension. The toolkit also includes knowledge distillation capabilities for model compression.
Frequently asked
- What is microsoft/NeuronBlocks?
- Microsoft NLP deep learning modeling toolkit for building neural network pipelines using configurable block and model components.
- Is NeuronBlocks open source?
- Yes — microsoft/NeuronBlocks is open source, released under the MIT license.
- What language is NeuronBlocks written in?
- microsoft/NeuronBlocks is primarily written in Python.
- How popular is NeuronBlocks?
- microsoft/NeuronBlocks has 1.5k stars on GitHub.
- Where can I find NeuronBlocks?
- microsoft/NeuronBlocks is on GitHub at https://github.com/microsoft/NeuronBlocks.