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uncertainty-toolbox
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| explainerdashboard | uncertainty-toolbox | |
|---|---|---|
| 2 | 1 | |
| 2,224 | 1,711 | |
| - | 3.1% | |
| 8.0 | 10.0 | |
| 21 days ago | over 1 year 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.
explainerdashboard
uncertainty-toolbox
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.
cleverhans - An adversarial example library for constructing attacks, building defenses, and benchmarking both
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.
TorchDrift - Drift Detection for your PyTorch Models
WeightWatcher - The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
pytea - PyTea: PyTorch Tensor shape error analyzer
backpack - BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
delve - PyTorch model training and layer saturation monitor
uq-vae - Solving Bayesian Inverse Problems via Variational Autoencoders