Build your own Paraphrase Generator for creating NLP training data in minutes with this kandi 1-Click Solution kit: ✅ Generate paraphrases for text using this application. Trained model for Google PAWS, ParaNMT, Quora question pairs, SNIPS commands and MSRP Frames. ✅ Use Paraphrasers to augment training data for Natural Language Understanding models to build conversational engines. ✅ Modify source code to customize as per your requirements

Download the installer; follow Kit Deployment instructions to deploy this in minutes and customize it as per your requirements.

Kit Deployment Instructions

⬇️ Download, extract and double-click kit_installer file to install the kit. Follow below instructions to deploy and run the solution. 1. After successful installation of the kit, locate the zip file 'parrot-paraphrase-generator' 2. Extract the zip file and navigate to the directory 'parrot-paraphrase-generator' 3. Open command prompt in the extracted directory 'parrot-paraphrase-generator' and run the command 'jupyter notebook' 4. Locate and open the 'paraphrase_generator.ipynb' notebook from the Jupyter Notebook browser window. 5. Execute cells in the notebook Note: Demo source code will be downloaded to local machine. It is also available here Troubleshooting If you encounter any error related to MS Visual C++, please install MS Visual Build tools.

Development Environment

VSCode and Jupyter Notebook are used for development and debugging. Jupyter Notebook is a web based interactive environment often used for experiments, whereas VSCode is used to get a typical experience of IDE for developers. Jupyter Notebook is used for our development.

Exploratory Data Analysis

For extensive analysis and exploration of data, and to deal with arrays, these libraries are used. They are also used for performing scientific computation and data manipulation.

Text Mining

Libraries in this group are used for analysis and processing of unstructured natural language.

Machine Learning

The library offers state-of-the-art pre-trained models for Natural Language Processing (NLP).

Support

If you need help to use this kit, you can email us at kandi.support@openweaver.com or direct message us on Twitter Message @OpenWeaverInc.