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minimaxir/textgenrnn

View on GitHub ↗ ★ 4,918 Python

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

15 mentions on Hacker News by 5 people: 7 stories, 8 comments · first 2017-08-07 · latest 2021-03-01

Mentions per year 15 mentions · busiest year 2018 (6)
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  1. …list be entirely people's names (or generated from a corpus of known accounts and something like https://github.com/minimaxir/textgenrnn to make them harder to spot) > generating new data for each company where you create an account. yes…
    comment by ultimape · 2021-03-01 · in Fake_contacts: Android app to create fake phone contacts, to do data-poisoning
  2. ▲ 1
    Python module to easily generate text using a pretrained char-RNN (2017)
    story by firebaze · 2020-08-16 · 1 comment
  3. Per the embedded video (also used on the official site), they used textgenrnn ( https://github.com/minimaxir/textgenrnn ) to train the text-generating AI, which I made. Although I really wish they said that explicitly: not as a means of…
    comment by minimaxir · 2019-04-25 · in Speedgate: World’s First Sport Generated by AI
  4. I made textgenrnn ( https://github.com/minimaxir/textgenrnn ) as a higher-level approach to creating char-rnns, solving some issues such as the cold start problem (textgenrnn doesn't need a seed) and incorporating a few newer discoveries…
    comment by minimaxir · 2019-02-03 · in The Unreasonable Effectiveness of Recurrent Neural Networks (2015)
  5. textgenrnn ( https://github.com/minimaxir/textgenrnn ) uses a simple Attention Weighted Average at the end of the model for text generation, which in my testing allows the model to learn much better.
    comment by minimaxir · 2018-11-28 · in Generating classical music with LSTM neural networks
  6. ▲ 2
    Textgenrnn: train your own text-generating neural network
    story by edward · 2018-11-20 · 0 comments
  7. As someone who has spent a lot of time working with text-generating neural networks ( https://github.com/minimaxir/textgenrnn ), I have a few quick comments. 1) The input dataset from Memegenerator is a bit weird. More importantly, it does…
    comment by minimaxir · 2018-06-13 · in Dank Learning: Generating Memes Using Deep Neural Networks
  8. ▲ 1
    Show HN: Generate text using a NN, or train your own of any size on any text
    story by minimaxir · 2018-04-19 · 0 comments
  9. ▲ 1
    Show HN: Generate text using a NN, or train your own of any size on any text
    story by minimaxir · 2018-04-16 · 1 comment
  10. Two of my projects, textgenrnn ( https://github.com/minimaxir/textgenrnn ) and reactionrnn ( https://github.com/minimaxir/reactionrnn ) are among the pretrained models. While this is allowed by the MIT License (and there is sufficient…
    comment by minimaxir · 2018-02-13 · in Show HN: Curated, Pre-trained ML Models for Transfer Learning
  11. …heart and one of the reasons I developed a tool to train text generators using a pretrained RNN ( https://github.com/minimaxir/textgenrnn ) on a much more simple network architecture that trains quickly, although it probably would not hit…
    comment by minimaxir · 2017-08-22 · in Show HN: RNN that generates Game of Thrones text
  12. ▲ 75
    Python code to generate text using a pretrained character-based RNN
    story by jjwiseman · 2017-08-18 · 10 comments
  13. ▲ 1
    Show HN: Python module to easily generate text using a pretrained char-rnn
    story by minimaxir · 2017-08-09 · 0 comments
  14. …released a tool today that easily trains a LSTM on any dataset demoed with Hacker News data ( https://github.com/minimaxir/textgenrnn ), I have a couple comments: 1) My Get All Hacker News Submissions script is somewhat obsolete since all…
    comment by minimaxir · 2017-08-07 · in LSTM trained on HN
  15. ▲ 14
    Show HN: Python module to easily generate text using a pretrained char-rnn
    story by minimaxir · 2017-08-07 · 1 comment