geomstats
Computations and statistics on manifolds with geometric structures. (by geomstats)
conformal_classification
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction). (by aangelopoulos)
geomstats | conformal_classification | |
---|---|---|
1 | 2 | |
1,159 | 211 | |
1.8% | - | |
9.8 | 0.0 | |
9 days ago | over 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | 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.
geomstats
Posts with mentions or reviews of geomstats.
We have used some of these posts to build our list of alternatives
and similar projects.
conformal_classification
Posts with mentions or reviews of conformal_classification.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-04.
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[P] 🚀 AWS launches Fortuna, an open-source library for Uncertainty Quantification
What is the best end-to-end example showing it? https://github.com/awslabs/fortuna/blob/main/examples/mnist_classification.ipynb ? It would be nice to have some visual explainer, as in https://github.com/aangelopoulos/conformal_classification .
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[R] Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification - Link to a free online lecture by the author in comments
​Uncertainty Sets for Image Classifiers using Conformal Prediction https://arxiv.org/abs/2009.14193 https://github.com/aangelopoulos/conformal_classification
What are some alternatives?
When comparing geomstats and conformal_classification you can also consider the following projects:
probability - Probabilistic reasoning and statistical analysis in TensorFlow
learnopencv - Learn OpenCV : C++ and Python Examples