TalkToModel
TalkToModel gives anyone with the powers of XAI through natural language conversations 💬! (by dylan-slack)
XAI
Genetic programming method for explaining complex black-box models (by benjaminpatrickevans)
| TalkToModel | XAI | |
|---|---|---|
| 1 | 1 | |
| 102 | 18 | |
| - | - | |
| 2.9 | 0.0 | |
| 9 months ago | almost 2 years ago | |
| Python | Python | |
| 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.
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.
TalkToModel
Posts with mentions or reviews of TalkToModel.
We have used some of these posts to build our list of alternatives
and similar projects.
-
[R] TalkToModel: Understanding Machine Learning Models With Open Ended Dialogues
Code: https://github.com/dylan-slack/TalkToModel
XAI
Posts with mentions or reviews of XAI.
We have used some of these posts to build our list of alternatives
and similar projects.
-
My failure of using Python DEAP package.
An example of custom functions can be seen at: https://github.com/ben-ix/XAI/blob/master/src/base.py
What are some alternatives?
When comparing TalkToModel and XAI you can also consider the following projects:
xi-method - Xi method
pytorch-grad-cam - Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
DALEX - moDel Agnostic Language for Exploration and eXplanation
pytorch-lattice - A PyTorch implementation of constrained optimization and modeling techniques
interpret - Fit interpretable models. Explain blackbox machine learning.
GODEL - Large-scale pretrained models for goal-directed dialog
ContrXT - a tool for comparing the predictions of any text classifiers
DiCE - Generate Diverse Counterfactual Explanations for any machine learning model.