core-api-data
core-api-data
【数据与研究】Use core PaddleHelix pahelix APIs for datasets, NPZ caches, splitters, protein tokenization, compound feature utilities, featurizer/model-zoo orientation, and import diagnostics.
THE SKILLS DIRECTORY
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discretization
discretization
【效率与协作】Discretize continuous features with unsupervised, tree-based, or MDLP splitters before Bayesian-network fitting.
evaluation-and-validation
evaluation-and-validation
【开发与工程】Use mlxtend.evaluate metrics, validation splitters, resampling procedures, model-comparison tests, permutation importance, and counterfactual helpers.
evaluation-benchmarking
evaluation-benchmarking
【效率与协作】Use sktime splitters, metrics, model_evaluation.evaluate, and benchmarking tools for leakage-aware evaluation.
flexlayout-react
flexlayout-react
【效率与协作】FlexLayout for React - Advanced docking layout manager with drag-and-drop, tabs, splitters, and complex window management
knowledge-rag
knowledge-rag
【效率与协作】Owns KnowledgeBase workflows: loaders, splitters, embeddings, vector DBs, OCR, and retrieval tooling.
langchain-data-handling
langchain-data-handling
【文档与办公】Load and chunk documents for LangChain 1.0 RAG pipelines correctly — language-aware splitters, table-safe PDF loaders, Cloudflare-compatible web loaders, chunk-boundary strategies that survive real-world structure. Use when building a RAG pipeline, diagnosing why retrieval misquotes a table, or debugging a crawler returning blank content. Trigger wit…
langchain-data-handling
langchain-data-handling
【文档与办公】Load and chunk documents for LangChain 1.0 RAG pipelines correctly — language-aware splitters, table-safe PDF loaders, Cloudflare-compatible web loaders, chunk-boundary strategies that survive real-world structure. Use when building a RAG pipeline, diagnosing why retrieval misquotes a table, or debugging a crawler returning blank content. Trigger wit…
spring-integration
spring-integration
【开发与工程】Spring Integration for Enterprise Integration Patterns (EIP) in Spring Boot 3.x. Covers Message Channels, Gateways, Transformers, Routers, Filters, Splitters, Aggregators, Adapters (File, JMS, Kafka, HTTP), and DSL. USE WHEN: user mentions "spring integration", "EIP", "enterprise integration patterns", "IntegrationFlow", "message channel", "gateway"…
transforms-features
transforms-features
【数据与研究】Use GluonTS transformations, time features, samplers, splitters, and missing-value indicators for training and prediction data preparation.