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[no ci] minor edit
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amaiya committed Apr 21, 2023
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- **Speech Transcription**: Extract text from audio files <sub><sup>[[example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/develop/examples/text/speech_transcription_example.ipynb)]</sup></sub>
- **Universal Information Extraction**: extract any kind of information from documents by simply phrasing it in the form of a question <sub><sup>[[example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/master/examples/text/qa_information_extraction.ipynb)]</sup></sub>
- **Keyphrase Extraction**: extract keywords from documents <sub><sup>[[example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/develop/examples/text/keyword_extraction_example.ipynb)]</sup></sub>
- **Sentiment Analysis**: easy-to-use wrapper to pretrained sentiment analysis <sub><sup>[[example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/develop/examples/text/sentiment_analysis_example.ipynb)]</sup
- **Sentiment Analysis**: easy-to-use wrapper to pretrained sentiment analysis <sub><sup>[[example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/develop/examples/text/sentiment_analysis_example.ipynb)]</sup>
- **Generative AI with GPT**: Provide instructions to a lightweight ChatGPT-like model running on your own own machine to solve various tasks. Model was fine-tuned on the [Alpaca](https://github.com/tatsu-lab/stanford_alpaca) instruction dataset ([CC By NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/deed.en_GB)) <sub><sup>[[example notebook](https://nbviewer.jupyter.org/github/amaiya/ktrain/blob/develop/examples/text/generative_ai_example.ipynb)]</sup>
- `vision` data:
- **image classification** (e.g., [ResNet](https://arxiv.org/abs/1512.03385), [Wide ResNet](https://arxiv.org/abs/1605.07146), [Inception](https://www.cs.unc.edu/~wliu/papers/GoogLeNet.pdf)) <sub><sup>[[example notebook](https://colab.research.google.com/drive/1WipQJUPL7zqyvLT10yekxf_HNMXDDtyR)]</sup></sub>
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