auto_LiRPA
auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs (by Verified-Intelligence)
alpha-beta-CROWN
alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023) (by Verified-Intelligence)
| auto_LiRPA | alpha-beta-CROWN | |
|---|---|---|
| 1 | 1 | |
| 266 | 206 | |
| 2.6% | 3.4% | |
| 4.2 | 4.7 | |
| about 1 month ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
auto_LiRPA
Posts with mentions or reviews of auto_LiRPA.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-21.
alpha-beta-CROWN
Posts with mentions or reviews of alpha-beta-CROWN.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-21.
What are some alternatives?
When comparing auto_LiRPA and alpha-beta-CROWN you can also consider the following projects:
mlattacks - Machine Learning Attack Series
TextAttack - TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
mn-bab - [ICLR 2022] Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound
auto-attack - Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
adversarial-robustness-toolbox - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams