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gradio-interface

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This Python application is based on Hand Written Digits. Tensorflow and Gradio were used as the key requirements for coding. TensorFlow is a free and open-source software library for machine learning. It can be used across a range of tasks but has a particular focus on training and inference of deep neural networks. Gradio allows you to quickly …

  • Updated Aug 3, 2021
  • Jupyter Notebook

Detect and classify toxic behavior in social media comments using a bidirectional LSTM-based neural network. Achieved precision of 0.932 and recall of 0.733. Applications include customer service, reputation management, and market research. Real-time predictions available via a Gradio app. Future scope includes multi-lingual sentiment analysis.

  • Updated Dec 15, 2023
  • Jupyter Notebook

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