LogiTorch
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About
LogiTorch is an open-source PyTorch-based library designed for logical reasoning on natural language. It offers a comprehensive collection of textual logical reasoning datasets, including widely recognized ones like AR-LSAT, LogiQA, ReClor, and SNLI, among others. The library also provides implementations of various state-of-the-art logical reasoning neural architectures such as RuleTaker, ProofWriter, BERTNOT, and PRover. It features a simple and clean API that seamlessly integrates with PyTorch Lightning, making it easy for researchers and developers to train, evaluate, and test models for natural language logical reasoning tasks. LogiTorch is installable via pip and offers detailed documentation on ReadTheDocs. It facilitates both training and inference with clear examples provided for common use cases.
Platform
Features
• comprehensive documentation
• open-source and installable via pip
• examples for training, pipeline, and testing
• integration with pytorch lightning
• simple and clean api for natural language reasoning
• implementations of neural logical reasoning architectures
• collection of textual logical reasoning datasets
• pytorch-based library
Pricing Plans
Free
Free Plan• PyTorch-based library
• Includes textual logical reasoning datasets
• Provides implementations of neural architectures
• Simple and clean API
• Integrates with PyTorch Lightning
• Open-source and pip installable
• Comprehensive documentation
• Model Training
• Model Testing
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