This is the Windows app named MatchZoo whose latest release can be downloaded as v2.2.zip. It can be run online in the free hosting provider OnWorks for workstations.
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MatchZoo
DESCRIPTION
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
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/matchzoo.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
