DiCE VS magnetissimo

Compare DiCE vs magnetissimo and see what are their differences.

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model. (by interpretml)
counterfactual-explanations explainable-ml xai interpretable-machine-learning Deep Learning Machine Learning explainable-ai
Source Code
interpretml.github.io
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magnetissimo

Web application that indexes all popular torrent sites, and saves it to the local database. (by sergiotapia)
Examples and funny stuff self-hosted P2P search-engine Torrent Bittorrent
Source Code
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DiCE magnetissimo
2 8
1,270 2,960
2.4% -
8.2 7.0
11 days ago 3 months ago
Python Elixir
MIT 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.

DiCE

Posts with mentions or reviews of DiCE. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-31.
  • [D] Have researchers given up on traditional machine learning methods?
    2 projects | /r/MachineLearning | 31 Jan 2023
    - all domains requiring high interpretability absolutely ignore deep learning at all, and put all their research into traditional ML; see e.g. counterfactual examples, important interpretability methods in finance, or rule-based learning, important in medical or law applications
  • [R] The Shapley Value in Machine Learning
    1 project | /r/MachineLearning | 25 Feb 2022
    Counter-factual and recourse-based explanations are alternative approach to model explanations. I used to work in a large financial institution, and we were researching whether counter-factual explanation methods would lead to better reason codes for adverse action notices.

magnetissimo

Posts with mentions or reviews of magnetissimo. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-04.

What are some alternatives?

When comparing DiCE and magnetissimo you can also consider the following projects:

OmniXAI - OmniXAI: A Library for eXplainable AI

Magnetico - Autonomous (self-hosted) BitTorrent DHT search engine suite.

CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

elixir_koans - Elixir learning exercises

AIX360 - Interpretability and explainability of data and machine learning models

rubix - A very simple (and barely-functioning) Ruby runner for Elixir

interpret - Fit interpretable models. Explain blackbox machine learning.

kaisuu - Japan's Kanji Usage on Twitter in Realtime

harakiri - Help applications kill themselves

rartracker - Complete private bittorrent tracker written in PHP and AngularJS

stranger - Chat anonymously with a randomly chosen stranger

GoCrack - GoCrack is a management frontend for password cracking tools written in Go

DiCE vs OmniXAI magnetissimo vs Magnetico DiCE vs CARLA magnetissimo vs elixir_koans DiCE vs AIX360 magnetissimo vs rubix DiCE vs interpret magnetissimo vs kaisuu DiCE vs harakiri magnetissimo vs rartracker DiCE vs stranger magnetissimo vs GoCrack