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tools machine learning AI 技能

发现 tools machine learning 相关 Skills,比较来源仓库和用途,查看适合你工作流的技能说明。

分类目录: tools machine learning

显示第 1,297–1,317 个,共 1,317 个

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GitHub

ai-engineer

anorbert-cmyk

AI Engineer building LLM features with focus on reliability, evals, cost control, latency, and user trust.

GitHub

ai-engineering-skill

odewahn

Practical guide for building production ML systems based on Chip Huyen's AI Engineering book. Use when users ask about model evaluation, deployment strategies, monitoring, data pipelines, feature engineering, c...

GitHub

model-creator

innV0

Specialist in creating new knowledge models from scratch. Defines core classes, relationships, and taxonomies.

GitHub

using-ultralytics

Alanlee0323

Expert system for Ultralytics YOLOv8/v9/v10. Provides documentation on training, detection, segmentation, and deployment.

GitHub

evaluating-models

Alanlee0323

Expert system for evaluating machine learning models. Automates the analysis of Confusion Matrices, PR Curves, and MLflow history comparison to provide objective, data-driven recommendations.

GitHub

ml-antipattern-validator

Doyajin174

Prevents 30+ critical AI/ML mistakes including data leakage, evaluation errors, training pitfalls, and deployment issues. Use when working with ML training, testing, model evaluation, or deployment.

GitHub

docker-neural-memory

macayaven

Build containerized neural memory that learns at test time using Titans/TTT architecture. Use when implementing learnable memory modules, test-time training systems, or MCP-connected memory services. Triggers o...

GitHub

wos-lineup-compare

amk92987

Run lineup recommendation comparisons between Claude and OpenAI. Validates the lineup engine, identifies improvement areas, and builds training data for future fine-tuning.

GitHub

hugging-face-evaluation

sitammeur

Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/...

GitHub

using-mlflow

Alanlee0323

Provides MLflow documentation covering Tracking, Projects, Models, and Registry. Use when the user asks about MLflow features, APIs, implementation, or debugging.

GitHub

export-wizard

innV0

Master coordinator for model export. Guides the user through selecting the right format and initiating the process.

GitHub

hugging-face-model-trainer

sitammeur

This skill should be used when users want to train or fine-tune language models using TRL (Transformer Reinforcement Learning) on Hugging Face Jobs infrastructure. Covers SFT, DPO, GRPO and reward modeling trai...

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