cleverhans
yellowbrick
| cleverhans | yellowbrick | |
|---|---|---|
| 3 | 2 | |
| 6,079 | 4,198 | |
| 1.2% | 0.3% | |
| 0.0 | 2.8 | |
| 21 days ago | 9 months ago | |
| Jupyter Notebook | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
cleverhans
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Clever Hans (Intelligence Misatributon)
I only knew of this story from looking up the name of this library on adversarial DL https://github.com/cleverhans-lab/cleverhans
- [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process?
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[D] Does anyone care about adversarial attacks anymore?
I feel as though this area has not received much attention over the last couple of years. The CleverHans project has gone stale and I haven't heard of many new results recently. Has the community lost interest in this area? Did we decide that adversarial attacks aren't such a problem in practical applications?
yellowbrick
- [D] DL Practitioners, Do You Use Layer Visualization Tools s.a GradCam in Your Process?
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Any interesting open projects to join? Or anyone want with some good ideas want to start one?
I have contributed to Yellowbrick in the past. https://github.com/DistrictDataLabs/yellowbrick/
What are some alternatives?
deepchecks - Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
advertorch - A Toolbox for Adversarial Robustness Research
Anaconda - Anaconda turns your Sublime Text 3 in a full featured Python development IDE including autocompletion, code linting, IDE features, autopep8 formating, McCabe complexity checker Vagrant and Docker support for Sublime Text 3 using Jedi, PyFlakes, pep8, MyPy, PyLint, pep257 and McCabe that will never freeze your Sublime Text 3
AIX360 - Interpretability and explainability of data and machine learning models
itermplot - An awesome iTerm2 backend for Matplotlib, so you can plot directly in your terminal.
aws-security-workshops - A collection of the latest AWS Security workshops
seaborn-image - High-level API for attractive and descriptive image visualization in Python
uncertainty-toolbox - Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
fpdf2 - Simple PDF generation for Python
TorchDrift - Drift Detection for your PyTorch Models
scikit-survival - Survival analysis built on top of scikit-learn