MAPIE VS PyABSA

Compare MAPIE vs PyABSA and see what are their differences.

MAPIE

A scikit-learn-compatible module for estimating prediction intervals. (by scikit-learn-contrib)
Regression confidence-intervals Data Science Python Sklearn Classification
Source Code
mapie.readthedocs.io
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PyABSA

Sentiment Analysis, Text Classification, Text Augmentation, Text Adversarial defense, etc.; (by yangheng95)
aspect-based-sentiment-analysis aspect-term-extraction lcf-bert Pytorch pyabsa adversarial Regression aspect-sentiment-triplet-extraction
Source Code
pyabsa.readthedocs.io
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MAPIE PyABSA
1 2
1,152 865
1.6% -
9.7 5.1
5 days ago 1 day ago
Jupyter Notebook Jupyter Notebook
BSD 3-clause "New" or "Revised" License MIT License
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.

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?

PyABSA

Posts with mentions or reviews of PyABSA. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-21.

What are some alternatives?

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

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

BERTopic - Leveraging BERT and c-TF-IDF to create easily interpretable topics.

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

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

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

SelSum - Abstractive opinion summarization system (SelSum) and the largest dataset of Amazon product summaries (AmaSum). EMNLP 2021 conference paper.

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

100DaysofMLCode - My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1:

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

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

MAPIE vs data-science-notes PyABSA vs BERTopic MAPIE vs pycaret PyABSA vs FLAML MAPIE vs tsai PyABSA vs SelSum MAPIE vs FLAML PyABSA vs tsai MAPIE vs 60-Days-of-Data-Science-and-ML PyABSA vs 100DaysofMLCode MAPIE vs nyc_traffic_flask PyABSA vs glasgow-litter