DiCE Alternatives

Similar projects and alternatives to DiCE

CARLA

2 263 0.0 Python DiCE VS CARLA

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms (by carla-recourse)
AIX360

2 1,527 8.2 Python DiCE VS AIX360

Interpretability and explainability of data and machine learning models
InfluxDB

www.influxdata.com sponsored

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.
OmniXAI

1 805 5.2 Jupyter Notebook DiCE VS OmniXAI

OmniXAI: A Library for eXplainable AI
imodels

7 1,288 8.6 Jupyter Notebook DiCE VS imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
interpret

6 5,988 9.7 C++ DiCE VS interpret

Fit interpretable models. Explain blackbox machine learning.
harakiri

0 20 0.0 Elixir DiCE VS harakiri

Help applications kill themselves (by rubencaro)
stranger

0 66 0.0 Elixir DiCE VS stranger

Chat anonymously with a randomly chosen stranger
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
shapley

7 210 2.7 Python DiCE VS shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
neuro-symbolic-sudoku-solver

1 66 0.0 Python DiCE VS neuro-symbolic-sudoku-solver

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.
MindsDB

78 21,223 10.0 Python DiCE VS MindsDB

The platform for customizing AI from enterprise data
phoenix-chat-example

1 732 7.7 Elixir DiCE VS phoenix-chat-example

💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 1.7 [Latest] 🚀

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better DiCE alternative or higher similarity.

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DiCE reviews and mentions

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.