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--- |
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license: mit |
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language: |
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- ru |
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tags: |
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- natural-language-processing |
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- text-generation |
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- tensorflow |
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- lstm |
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- tolkien |
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--- |
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This model is trained in August of 2016 with TensorFlow as character-based. Russian translation of Tolkien's onomastics served as the train corpus. |
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## Usage |
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To generate new samples, run the script `sample.py` (Python 2!). The scripts `utils.py` and `model.py` should be in the same folder, and the `save` folder with the model files should be a subfolder (its location can be changed in the script in line 22). |
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## Train data |
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*«Властелин колец»: переводы имён* by Наталия Семенова. |
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Example: |
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``` |
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агларонд |
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аданы |
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аделярд |
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азанульбизар |
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айглос |
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айсен |
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айсенгард |
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айсенгрим |
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айсенмут |
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айсенские броды |
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аладоломэ |
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алая книга западных пределов |
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алая книга перианнат |
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алая стрела |
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алдалом |
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алдор |
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аллея победы |
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алфирин |
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альдаломэ |
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альдор |
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``` |
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## What for? |
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To check if NN catch the thing in Tolkien's name generation. |
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## Samples |
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### Sample 1 |
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Test with temperature of 1.2 | epoch: 020 | loss: 0.01917 | val_loss: 0.06580 -- iter: 21406/21406 |
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``` |
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Ненья |
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Намранной Омной Леска |
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Виние Теревог |
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Глинделинние Наро |
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``` |
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### Sample 2 |
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Test with temperature of 1.0 |
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``` |
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Ненья |
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Нанраюной Най |
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Странгол |
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Дунгерезние Юсемебна |
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Тревестой |
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``` |
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### Sample 3 |
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Test with temperature of 0.5 |
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``` |
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Ненья |
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Нанредний Дтели |
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Корбы |
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Холстольза |
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Темноество |
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Натраки-к |
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``` |
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