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)
datascience
Curated list of Python resources for data science. (by r0f1)
awesome-conformal-prediction | datascience | |
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6 | 4 | |
3,404 | 4,071 | |
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9.5 | 8.3 | |
7 days ago | 22 days ago | |
Creative Commons Zero v1.0 Universal | 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.
datascience
Posts with mentions or reviews of datascience.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-01.
- Datasciene Libraries for Python
- Datascience Libraries for Python
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Good resources for learning ML with time series in Python? Some links I've found, but looking for canonical resources.
This GitHub repo maintains a good list of resources. Check out the "Time Series" section. https://github.com/r0f1/datascience
- Opinionated List of Data Science Libraries for Python