SHAP is a game theoretic approach to explain the output of machine learning models. It connects optimal credit allocation with local explanations using Shapley values. It supports tree models, deep learning, and more.
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Official SDKs for Claude API in Python and TypeScript. Provides type-safe access to Claude models with streaming support.
Armadillo is a high-quality linear algebra library for C++ with MATLAB-like syntax. It supports dense and sparse matrices with efficient computations. Used in scientific computing and ML for matrix operations.
AutoGen Agents SDK from Microsoft enables building conversational multi-agent systems with LLMs. It supports complex workflows and tool integration in a modular way.
AutoGluon is an AutoML library for image, text, tabular, and time-series data. It provides state-of-the-art performance with minimal code. It supports multi-modal learning.