mlattacks
Machine Learning Attack Series (by wunderwuzzi23)
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/ (by QData)
| mlattacks | TextAttack | |
|---|---|---|
| 2 | 3 | |
| 47 | 2,761 | |
| - | 1.6% | |
| 2.4 | 8.3 | |
| 12 months ago | about 1 month ago | |
| Jupyter Notebook | Python | |
| - | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
mlattacks
Posts with mentions or reviews of mlattacks.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-01.
TextAttack
Posts with mentions or reviews of TextAttack.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-06.
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Preprocessing methods besides stop words, regular expressions, lemmatization and stemming for an NLP classification problem
Could have a look at what's available in the augmentor here https://github.com/QData/TextAttack. I'm not experienced with NLP so I may be way off here
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TextAttack VS OpenAttack - a user suggested alternative
2 projects | 6 Jul 2022
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[D] Advanced Takeaways from fast.ai book
Text data augmentation - negate words, replace words with similes, perturb word embeddings (nice github repo for this)
What are some alternatives?
When comparing mlattacks and TextAttack you can also consider the following projects:
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
TextFooler - A Model for Natural Language Attack on Text Classification and Inference