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GitHub / martysai / artificial-text-detection
Python framework for artificial text detection: NLP approaches to compare natural text against generated by neural networks.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/martysai%2Fartificial-text-detection
Stars: 14
Forks: 1
Open Issues: 2
License: mit
Language: Python
Repo Size: 262 KB
Dependencies:
269
Created: over 2 years ago
Updated: 4 months ago
Last pushed: 9 months ago
Last synced: 7 days ago
Commit Stats
Commits: 64
Authors: 3
Mean commits per author: 21.33
Development Distribution Score: 0.594
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/martysai/artificial-text-detection
Topics: attention-mechanism, binary-classification, data-version-control, data-versioning, deep-learning, discriminator, generative-model, generator, github-actions, huggingface, machine-learning, machine-translation, natural-language-processing, poetry, python, python-package, pytorch, thesis-project, transformers, weights-and-biases
Files
Dependencies
- PyHamcrest 2.0.3 develop
- ipykernel 6.7.0 develop
- jupyterlab 3.2.8 develop
- pre-commit 2.16.0 develop
- pytest 6.2.5 develop
- pytest-cov 3.0.0 develop
- pytest-timeout 2.0.1 develop
- setuptools 60.5.0 develop
- EasyNMT 2.0.1
- autoflake 1.4
- bert-score 0.3.11
- datasets 2.1.0
- dvc 2.9.3
- filelock 3.4.2
- huggingface 0.0.1
- lexicalrichness 0.1.4
- numpy 1.21.4
- packaging 21.3
- pandas 1.1.5
- plotly 5.7.0
- python >=3.7.1,<3.10
- pytorch-lightning 1.3.5
- requests 2.27.1
- scikit-learn 1.0.1
- sklearn 0.0
- torch 1.10.0
- transformers 4.10.3
- unbabel-comet 1.0.0
- wandb 0.12.6
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v2 composite