machine-learning-assistant
Production-grade machine learning plugin with 7 specialized agents and 7 skills covering ML fundamentals, supervised/unsupervised learning, deep learning, NLP, computer vision, and model deployment
Component Overview
Install
npx claudepluginhub pluginagentmarketplace/custom-plugin-machine-learning --plugin machine-learning-assistantComponent Details
Commands (8)
Agents (7)
Machine learning foundations expert - algorithms, data preprocessing, feature engineering, model evaluation, and cross-validation techniques
Supervised learning specialist - regression, classification, ensemble methods, hyperparameter tuning, and class imbalance handling
Unsupervised learning expert - clustering, dimensionality reduction, anomaly detection, and pattern discovery
Deep learning specialist - neural network architectures, PyTorch/TensorFlow, training strategies, and optimization techniques
NLP specialist - text processing, embeddings, transformers, LLMs, and modern language understanding techniques
Computer vision expert - image processing, object detection, segmentation, and transfer learning for visual AI
ML deployment specialist - model serving, APIs, monitoring, A/B testing, and end-to-end MLOps practices
Skills (7)
Discover patterns in unlabeled data using clustering, dimensionality reduction, and anomaly detection
Build computer vision solutions - image classification, object detection, and transfer learning
Build and train neural networks with PyTorch - MLPs, CNNs, and training best practices
Deploy ML models to production - APIs, containerization, monitoring, and MLOps
Master machine learning foundations - algorithms, preprocessing, feature engineering, and evaluation
Process and analyze text using modern NLP techniques - preprocessing, embeddings, and transformers
Build production-ready classification and regression models with hyperparameter tuning
README
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