matchzoo

We have hosted the application matchzoo in order to run this application in our online workstations with Wine or directly.

Quick description about matchzoo:

The goal of MatchZoo is to provide a high-quality codebase for deep text matching research, such as document retrieval, question answering, conversational response ranking, and paraphrase identification. With the unified data processing pipeline, simplified model configuration and automatic hyper-parameters tunning features equipped, MatchZoo is flexible and easy to use. Preprocess your input data in three lines of code, keep track parameters to be passed into the model. Make use of MatchZoo customized loss functions and evaluation metrics. Initialize the model, fine-tune the hyper-parameters. Generate pair-wise training data on-the-fly, evaluate model performance using customized callbacks on validation data. MatchZoo is dependent on Keras and Tensorflow.

Features:

• MatchZoo is dependent on Keras and Tensorflow
• Train a Deep Semantic Structured Mode
• Preprocess your input data in three lines of code
• Keep track parameters to be passed into the model
• Make use of MatchZoo customized loss functions
• Fine-tune the hyper-parameters

Programming Language: Python.
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