https://github.com/razamehar/ai-text-generator
This project explores George Orwell's writing by analyzing word frequency, collocations, and training a fine-tuned GPT-2 model to generate text in his distinctive style.
https://github.com/razamehar/ai-text-generator
collocation-analysis generative-ai george-orwell gpt-2 natural-language-processing nltk nucleus-sampling perplexity pointwise-mutual-information python stopwords-removal temperature tensorflow text-analysis tokenization top-k-sampling word-frequency-analysis
Last synced: 2 months ago
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This project explores George Orwell's writing by analyzing word frequency, collocations, and training a fine-tuned GPT-2 model to generate text in his distinctive style.
- Host: GitHub
- URL: https://github.com/razamehar/ai-text-generator
- Owner: razamehar
- License: mit
- Created: 2024-08-07T21:28:08.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2024-08-08T07:31:26.000Z (9 months ago)
- Last Synced: 2024-08-08T09:11:39.192Z (9 months ago)
- Topics: collocation-analysis, generative-ai, george-orwell, gpt-2, natural-language-processing, nltk, nucleus-sampling, perplexity, pointwise-mutual-information, python, stopwords-removal, temperature, tensorflow, text-analysis, tokenization, top-k-sampling, word-frequency-analysis
- Language: Jupyter Notebook
- Homepage:
- Size: 165 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE