LIME Alternatives
Similar projects and alternatives to LIME
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shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
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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.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better LIME alternative or higher similarity.
LIME reviews and mentions
Posts with mentions or reviews of LIME.
We have used some of these posts to build our list of alternatives
and similar projects.
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[Explainable AI] Interpret complex neural network's decisions with simple linear regressions
I am very glad you liked it and thank you for your hint. In terms of citation, I never claimed the algorithm to be mine. But the implementation is 100% my work and the notebooks themselves are also only for educational purpose (university's course). On GitHub where the project's is hosted, I referenced the original author's work at the first place to ensure scientific integrity (https://github.com/longmakesstuff/LIME).
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Explainable AI: Interpreting black box models with simple linear regression
Basically, we desire to interpret how a black box model made its decision for a single sample. The code can be found at: https://github.com/longmakesstuff/LIME
Stats
Basic LIME repo stats
2
14
0.0
almost 3 years ago
longpollehn/LIME is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of LIME is Jupyter Notebook.
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