awesome-python-data-science
awesome-conformal-prediction
| awesome-python-data-science | awesome-conformal-prediction | |
|---|---|---|
| 2 | 6 | |
| 2,322 | 3,404 | |
| - | - | |
| 7.6 | 9.5 | |
| 24 days ago | 5 days ago | |
| Creative Commons Attribution 4.0 | Creative Commons Zero v1.0 Universal |
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awesome-python-data-science
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?
100-Days-Of-ML-Code - 100 Days of ML Coding
Machine-Learning-Tutorials - machine learning and deep learning tutorials, articles and other resources
awesome-bigdata - A curated list of awesome big data frameworks, ressources and other awesomeness.
Awesome-pytorch-list - A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
chrisalbon_com - Code for ChrisAlbon.com
conformal-prediction - Lightweight, useful implementation of conformal prediction on real data.
Blazor-MachineIntelligence - Centralized repository of my Blazor apps with Machine Intelligence (Statistics, Analytics, Machine Learning, AI, Information Retrieval etc.). This repository will coalesce all of my Machine Intelligence repos in a single area and point to their respective: live demo, source code, video & presentation locations.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
streamlit - Streamlit — A faster way to build and share data apps.
ds-cheatsheets - List of Data Science Cheatsheets to rule the world
Awesome-Out-Of-Distribution-Detection - A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization
datascience - Curated list of Python resources for data science.