Shap Alternatives

Similar projects and alternatives to shap

• interpretable-ml-book

  36 4,673 4.7 Jupyter Notebook shap VS interpretable-ml-book

  Book about interpretable machine learning

• lime

  14 11,278 0.0 JavaScript shap VS lime

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

• 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.

  

• shapash

  8 2,642 8.6 Jupyter Notebook shap VS shapash

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

  

• interpret

  6 5,988 9.7 C++ shap VS interpret

  Fit interpretable models. Explain blackbox machine learning.

  

• Transformer-Explainability

  1 1,660 0.0 Jupyter Notebook 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.

• captum

  11 4,568 8.6 Python shap VS captum

  Model interpretability and understanding for PyTorch

  

• imodels

  7 1,290 8.5 Jupyter Notebook shap VS imodels

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

• 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.

  

• anchor

  1 781 2.6 Jupyter Notebook shap VS anchor

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

• awesome-production-machine-learning

  9 15,947 7.4 shap VS awesome-production-machine-learning

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

  

• xbyak

  4 1,953 9.4 C++ shap VS xbyak

  a JIT assembler for x86(IA-32)/x64(AMD64, x86-64) MMX/SSE/SSE2/SSE3/SSSE3/SSE4/FPU/AVX/AVX2/AVX-512 by C++ header

• jellyfish

  3 1,990 6.8 Jupyter Notebook shap VS jellyfish

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

• skope-rules

  3 587 0.0 Jupyter Notebook shap VS skope-rules

  machine learning with logical rules in Python

  

• lucid

  2 4,599 0.0 Jupyter Notebook shap VS lucid

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

  

• articulated-animation

  4 1,182 3.7 Jupyter Notebook shap VS articulated-animation

  Code for Motion Representations for Articulated Animation paper

  

• tinyshap

  1 7 6.4 Jupyter Notebook shap VS tinyshap

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

• SaaSHub

  www.saashub.com sponsored

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