A game theoretic approach to explain the output of any machine learning model.
$ npx skills add shap/shapAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
A game theoretic approach to explain the output of any machine learning model.
$ npx skills add shap/shap⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
$ npx skills add ageron/handson-mlThe fastai deep learning library
$ npx skills add fastai/fastaiWelcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
$ npx skills add meta-llama/llama-cookbookTime series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
$ npx skills add timeseriesAI/tsai100-Days-Of-ML-Code中文版
$ npx skills add MLEveryday/100-Days-Of-ML-CodePretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningA python library for decision tree visualization and model interpretation.
$ npx skills add parrt/dtreevizImprove your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.
$ npx skills add srbhr/Resume-MatcherDeep Learning for humans
$ npx skills add keras-team/kerasAn Open Source Machine Learning Framework for Everyone
$ npx skills add tensorflow/tensorflowThe fastai book, published as Jupyter Notebooks
$ npx skills add fastai/fastbookPArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
$ npx skills add PaddlePaddle/PaddleThe "Python Machine Learning (1st edition)" book code repository and info resource
$ npx skills add rasbt/python-machine-learning-bookTensors and Dynamic neural networks in Python with strong GPU acceleration
$ npx skills add pytorch/pytorchDatasets, Transforms and Models specific to Computer Vision
$ npx skills add pytorch/visionHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Shapash if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.