awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries. (by valeman)
slice_finder
A Framework for Slice Discovery (by igaloly)
| awesome-conformal-prediction | slice_finder | |
|---|---|---|
| 6 | 1 | |
| 3,404 | 39 | |
| - | - | |
| 9.5 | 10.0 | |
| 10 days ago | about 1 year ago | |
| Python | ||
| Creative Commons Zero v1.0 Universal | - |
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.
awesome-conformal-prediction
Posts with mentions or reviews of awesome-conformal-prediction.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-08.
- Dive Deep into Conformal Prediction with This Ultimate Resource Compilation
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Forecasts need to have error bars
Let me suggest a solution https://github.com/valeman/awesome-conformal-prediction
- A professionally curated list of Conformal Prediction videos, tutorials, & books
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[P] Slice Finder: A framework for discovering explainable, anomalous data subsets
Nice, thanks for sharing! The hole Problem with pointpredictions ist how to measure uncertainty. Check out conformal predictions e.g. awesome conformal predictions https://github.com/valeman/awesome-conformal-prediction and https://mapie.readthedocs.io/en/latest/index.html
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[D]What are some "important" problems in machine learning/AI?
Conformal prediction is the best framework that can deal with uncertainty quantification for most of ML problems. https://github.com/valeman/awesome-conformal-prediction
- awesome-conformal-prediction: A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
slice_finder
Posts with mentions or reviews of slice_finder.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-08.
What are some alternatives?
When comparing awesome-conformal-prediction and slice_finder you can also consider the following projects:
Machine-Learning-Tutorials - machine learning and deep learning tutorials, articles and other resources
Awesome-pytorch-list - A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
conformal-prediction - Lightweight, useful implementation of conformal prediction on real data.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
ds-cheatsheets - List of Data Science Cheatsheets to rule the world
datascience - Curated list of Python resources for data science.
awesome-python-data-science - Probably the best curated list of data science software in Python.
awesome-conformal-prediction vs Machine-Learning-Tutorials
awesome-conformal-prediction vs Awesome-pytorch-list
awesome-conformal-prediction vs conformal-prediction
awesome-conformal-prediction vs metaflow
awesome-conformal-prediction vs ds-cheatsheets
awesome-conformal-prediction vs datascience
awesome-conformal-prediction vs awesome-python-data-science