shap

A game theoretic approach to explain the output of any machine learning model. (by shap)

Shap Alternatives

Similar projects and alternatives to shap

  1. interpretable-ml-book

    37 shap VS interpretable-ml-book

    Book about interpretable machine learning

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. lime

    15 shap VS lime

    Lime: Explaining the predictions of any machine learning classifier (by marcotcr)

  4. shapash

    8 shap VS shapash

    🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

  5. imodels

    9 shap VS imodels

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

  6. interpret

    6 shap VS interpret

    Fit interpretable models. Explain blackbox machine learning.

  7. captum

    11 shap VS captum

    Model interpretability and understanding for PyTorch

  8. xbyak

    6 shap VS xbyak

    A JIT assembler for x86/x64 architectures supporting MMX, SSE (1-4), AVX (1-2, 512), FPU, APX, and AVX10.2

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  10. awesome-production-machine-learning

    A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

  11. Transformer-Explainability

    1 shap VS Transformer-Explainability

    [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

  12. jellyfish

    3 shap VS jellyfish

    🪼 a python library for doing approximate and phonetic matching of strings.

  13. skope-rules

    3 shap VS skope-rules

    machine learning with logical rules in Python

  14. graphkit-learn

    1 shap VS graphkit-learn

    A python package for graph kernels, graph edit distances, and graph pre-image problem.

  15. articulated-animation

    4 shap VS articulated-animation

    Code for Motion Representations for Articulated Animation paper

  16. lucid

    2 shap VS lucid

    Discontinued A collection of infrastructure and tools for research in neural network interpretability.

  17. tinyshap

    1 shap VS tinyshap

    Python package providing a minimal implementation of the SHAP algorithm using the Kernel method

  18. anchor

    1 shap VS anchor

    Code for "High-Precision Model-Agnostic Explanations" paper (by marcotcr)

  19. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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

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shap reviews and mentions

Posts with mentions or reviews of shap. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-06-19.

Stats

Basic shap repo stats
40
23,847
9.0
5 days ago

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