PyABSA VS MAPIE

Compare PyABSA vs MAPIE and see what are their differences.

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
Suggest alternative
Edit details

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
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
PyABSA MAPIE
2 1
874 1,161
- 2.4%
5.1 9.7
1 day ago 8 days ago
Jupyter Notebook Jupyter Notebook
MIT License BSD 3-clause "New" or "Revised" 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.

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.

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 PyABSA and MAPIE you can also consider the following projects:

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

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

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

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

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

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

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:

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

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

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

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