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explainerdashboard | backpack | |
---|---|---|
2 | 2 | |
2,172 | 534 | |
- | - | |
8.0 | 2.8 | |
10 days ago | 22 days ago | |
Python | Python | |
MIT License | MIT License |
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.
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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.
Transformer-MM-Explainability - [ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
cleverhans - An adversarial example library for constructing attacks, building defenses, and benchmarking both
SGD-OGR-Hessian-estimator - SGD (stochastic gradient descent) with OGR - online gradient regression Hessian estimator
TorchDrift - Drift Detection for your PyTorch Models
WeightWatcher - The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
uncertainty-toolbox - Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
pnotify - Beautiful JavaScript notifications with Web Notifications support.
AIX360 - Interpretability and explainability of data and machine learning models
pytea - PyTea: PyTorch Tensor shape error analyzer
delve - PyTorch model training and layer saturation monitor