Ordinal_Classifier VS MAPIE

Compare Ordinal_Classifier vs MAPIE and see what are their differences.

Ordinal_Classifier

Introduce order in your classification within 1 line (by mosh98)

MAPIE

A scikit-learn-compatible module for estimating prediction intervals. (by scikit-learn-contrib)
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Ordinal_Classifier MAPIE
1 1
8 1,164
- 2.7%
10.0 9.7
over 1 year ago 3 days ago
Jupyter Notebook Jupyter Notebook
- BSD 3-clause "New" or "Revised" License
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Ordinal_Classifier

Posts with mentions or reviews of Ordinal_Classifier. We have used some of these posts to build our list of alternatives and similar projects.

MAPIE

Posts with mentions or reviews of MAPIE. We have used some of these posts to build our list of alternatives and similar projects.
  • How to calculate confidence level of a regression model?
    1 project | /r/MLQuestions | 16 Sep 2022
    Did some research and apparently there are number of ways and regression seems to be quite hard and no straightforward answer. Came across MAPIE (https://github.com/scikit-learn-contrib/MAPIE) which predicts a upper and lower range of values.. how can I then calculate the confidence for a given prediction?

What are some alternatives?

When comparing Ordinal_Classifier and MAPIE you can also consider the following projects:

coral-ordinal - Tensorflow Keras implementation of ordinal regression using consistent rank logits (CORAL) by Cao et al. (2019)

data-science-notes - Notes of IBM Data Science Professional Certificate Courses on Coursera

examples - 📝 Examples of how to use Neptune for different use cases and with various MLOps tools

pycaret - An open-source, low-code machine learning library in Python

tsai - Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

PyABSA - Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.;

60-Days-of-Data-Science-and-ML - 60 Days of Data Science and ML

nyc_traffic_flask - Flask App with leaflet.js that can perform NYC Traffic Prediction

mlscorecheck - Testing the consistency of binary classification performance scores reported in papers

glasgow-litter - A project that explores the relationship between deprivation and litter in Glasgow City. 🚯