machine-learning
3
model-optimization
Quantization, pruning, AutoML, hyperparameter tuning, and performance optimization. Use for improving model performance, reducing size, or automated ML.
pluginagentmarketplace
data-ai
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
machine-learning
3
building-classification-models
Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification model", or "train classifier".
BbgnsurfTech
data-ai
machine-learning
3
training-machine-learning-models
Train machine learning models with automated workflows. Analyzes datasets, selects model types (classification, regression), configures parameters, trains with cross-validation, and saves model artifacts. Use when asked to "train model" or "evalua...
BbgnsurfTech
data-ai
machine-learning
3
fiftyone-dataset-inference
Run ML model inference (YOLO, YOLOv8, CLIP, SAM, Detectron2, etc.) on FiftyOne datasets. Use when running models, applying detection, classification, segmentation, embeddings, or any model prediction task. Also use for end-to-end workflows that include importing data then running inference.
voxel51
data-ai
machine-learning
3
ml-benchmark
ML 모델 벤치마크 및 평가 실행. "벤치마크", "모델 평가", "성능 테스트", "inference 속도" 요청 시 활성화됩니다.
jiunbae
data-ai
machine-learning
3
building-automl-pipelines
Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning. Use when automating ML workflows from data preparation through model deployment. Trigger with phrases like "build automl pipeline", "automate ml workflow", or "create automated training pipeline".
BbgnsurfTech
data-ai
machine-learning
3
tuning-hyperparameters
Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter configurations to maximize performance. Use when asked to "tune hyperparameters" or "optimize model".
BbgnsurfTech
data-ai
machine-learning
3
fiftyone-dataset-export
Exports FiftyOne datasets to standard formats (COCO, YOLO, VOC, CVAT, CSV, etc.). Use when converting datasets, exporting for training, creating archives, or sharing data in specific formats.
voxel51
data-ai
machine-learning
3
episode-complete
Complete and score a learning episode to extract patterns and update heuristics. Use when finalizing a task to enable pattern extraction and future learning.
d-o-hub
data-ai
machine-learning
3
model-sync
ML 모델 파일 서버 간 동기화. "모델 동기화", "모델 배포", "rsync 모델", "서버로 전송" 요청 시 활성화됩니다.
jiunbae
data-ai
machine-learning
3
fiftyone-dataset-import
Imports datasets into FiftyOne with automatic format detection. Supports all media types (images, videos, point clouds), label formats (COCO, YOLO, VOC, KITTI), and multimodal grouped datasets. Use when importing datasets, loading autonomous driving data, or creating grouped datasets.
voxel51
data-ai
machine-learning
3
setting-up-experiment-tracking
Setup machine learning experiment tracking using MLflow or Weights & Biases. Configures environment and provides code for logging parameters, metrics, and artifacts. Use when asked to "setup experiment tracking" or "initialize MLflow".
BbgnsurfTech
data-ai
machine-learning
3
deep-learning
Neural networks, CNNs, RNNs, Transformers with TensorFlow and PyTorch. Use for image classification, NLP, sequence modeling, or complex pattern recognition.
pluginagentmarketplace
data-ai
machine-learning
3
optimizing-deep-learning-models
Optimize deep learning models using Adam, SGD, and learning rate scheduling to improve accuracy and reduce training time. Use when asked to "optimize deep learning model" or "improve model performance".
BbgnsurfTech
data-ai
machine-learning
3
microimpute
ML-based variable imputation for survey data - used in policyengine-us-data to fill missing values
PolicyEngine
data-ai
machine-learning
3
agent-detector
CRITICAL: MUST run for EVERY message. Detects agent, complexity, AND model automatically. Always runs FIRST.
nguyenthienthanh
data-ai
machine-learning
3
fiftyone-model-evaluation
Evaluate model predictions against ground truth using COCO, Open Images, or custom protocols. Use when computing mAP, precision, recall, confusion matrices, or analyzing TP/FP/FN examples for detection, classification, segmentation, or regression tasks.
voxel51
data-ai
machine-learning
3
machine-learning
Supervised/unsupervised learning, model selection, evaluation, and scikit-learn. Use for building classification, regression, or clustering models.
pluginagentmarketplace
data-ai
machine-learning
2
databricks-ml-pipeline
End-to-end machine learning pipelines on Databricks including data exploration, feature engineering, model training with hyperparameter optimization, MLflow experiment tracking, model registration to Unity Catalog, and deployment as DABs. Use when building ML workflows, training models, or deploying ML pipelines.
databricks-solutions
data-ai
machine-learning
2
convex-development
Apply Convex database best practices for cost optimization, performance, security, and architecture. Use when: building Convex backends, optimizing queries, handling embeddings/vector search, reviewing Convex code, designing schemas, planning migrations, or discussing Convex architecture. Keywords: Convex, real-time database, queries, mutations, actions, indexes, pagination, vector search, embeddings, schema, migrations, ctx.auth, convex-helpers, bandwidth.
phrazzld
data-ai