ds-cheatsheets
awesome-conformal-prediction
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| ds-cheatsheets | awesome-conformal-prediction | |
|---|---|---|
| 2 | 6 | |
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| - | - | |
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| MIT License | Creative Commons Zero v1.0 Universal |
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ds-cheatsheets
awesome-conformal-prediction
- 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.
What are some alternatives?
data-science-blogs - A curated list of data science blogs
Machine-Learning-Tutorials - machine learning and deep learning tutorials, articles and other resources
free-data-science-books - Free resources for learning data science
Awesome-pytorch-list - A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Data-Science-Wiki - A wiki of DataScience, Statistics, Maths, R,Python, AI, Machine Learning, Automation, Devops Tools, Bash, Linux Tutorials, Scripts and Datasets
conformal-prediction - Lightweight, useful implementation of conformal prediction on real data.
DataScienceResources - Open Source Data Science Resources.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
mongodb-cheatsheet - Kick start with mongodb
datascience - Curated list of Python resources for data science.
Data-science-best-resources - Carefully curated resource links for data science in one place
awesome-python-data-science - Probably the best curated list of data science software in Python.