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tools machine learning AI Skills

Discover tools machine learning skills, compare source repositories and read the instructions for each workflow.

Categories: tools machine learning

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GitHub

vertex-infra-expert

jeremylongshore

Execute use when provisioning Vertex AI infrastructure with Terraform. Trigger with phrases like "vertex ai terraform", "deploy gemini terraform", "model garden infrastructure", "vertex ai endpoints terraform",...

GitHub

building-neural-networks

jeremylongshore

This skill allows Claude to construct and configure neural network architectures using the neural-network-builder plugin. It should be used when the user requests the creation of a new neural network, modificat...

GitHub

tensorflow-savedmodel-creator

jeremylongshore

Tensorflow Savedmodel Creator - Auto-activating skill for ML Deployment. Triggers on: tensorflow savedmodel creator, tensorflow savedmodel creator Part of the ML Deployment skill category.

GitHub

early-stopping-callback

jeremylongshore

Manage early stopping callback operations. Auto-activating skill for ML Training. Triggers on: early stopping callback, early stopping callback Part of the ML Training skill category. Use when working with earl...

GitHub

optimizing-deep-learning-models

jeremylongshore

This skill optimizes deep learning models using various techniques. It is triggered when the user requests improvements to model performance, such as increasing accuracy, reducing training time, or minimizing r...

GitHub

flask-ml-api-creator

jeremylongshore

Flask Ml Api Creator - Auto-activating skill for ML Deployment. Triggers on: flask ml api creator, flask ml api creator Part of the ML Deployment skill category.

GitHub

engineering-features-for-machine-learning

jeremylongshore

This skill empowers Claude to perform feature engineering tasks for machine learning. It creates, selects, and transforms features to improve model performance. Use this skill when the user requests feature cre...

GitHub

data-augmentation-pipeline

jeremylongshore

Data Augmentation Pipeline - Auto-activating skill for ML Training. Triggers on: data augmentation pipeline, data augmentation pipeline Part of the ML Training skill category.

GitHub

performing-regression-analysis

jeremylongshore

This skill empowers Claude to perform regression analysis and modeling using the regression-analysis-tool plugin. It analyzes datasets, generates appropriate regression models (linear, polynomial, etc.), valida...

GitHub

gpu-resource-optimizer

jeremylongshore

Gpu Resource Optimizer - Auto-activating skill for ML Deployment. Triggers on: gpu resource optimizer, gpu resource optimizer Part of the ML Deployment skill category.

GitHub

evaluating-machine-learning-models

jeremylongshore

This skill allows Claude to evaluate machine learning models using a comprehensive suite of metrics. It should be used when the user requests model performance analysis, validation, or testing. Claude can use t...

GitHub

pytorch-model-trainer

jeremylongshore

Pytorch Model Trainer - Auto-activating skill for ML Training. Triggers on: pytorch model trainer, pytorch model trainer Part of the ML Training skill category.

GitHub

gpu-resource-optimizer

jeremylongshore

Optimize gpu resource optimizer operations. Auto-activating skill for ML Deployment. Triggers on: gpu resource optimizer, gpu resource optimizer Part of the ML Deployment skill category. Use when working with g...

GitHub

tracking-model-versions

jeremylongshore

Build this skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin. it should be used when the user asks to manage model versions, track model lineage, log...

GitHub

model-drift-detector

jeremylongshore

Model Drift Detector - Auto-activating skill for ML Deployment. Triggers on: model drift detector, model drift detector Part of the ML Deployment skill category.

GitHub

model-versioning-manager

jeremylongshore

Manage model versioning manager operations. Auto-activating skill for ML Deployment. Triggers on: model versioning manager, model versioning manager Part of the ML Deployment skill category. Use when working wi...

GitHub

prediction-monitor

jeremylongshore

Prediction Monitor - Auto-activating skill for ML Deployment. Triggers on: prediction monitor, prediction monitor Part of the ML Deployment skill category.

GitHub

tensorboard-visualizer

jeremylongshore

Generate tensorboard visualizer operations. Auto-activating skill for ML Training. Triggers on: tensorboard visualizer, tensorboard visualizer Part of the ML Training skill category. Use when working with tenso...

GitHub

openrouter-fallback-config

jeremylongshore

Configure model fallback chains for high availability. Use when building fault-tolerant LLM systems. Trigger with phrases like 'openrouter fallback', 'openrouter backup model', 'openrouter redundancy', 'model f...

GitHub

engineering-features-for-machine-learning

jeremylongshore

This skill empowers Claude to perform feature engineering tasks for machine learning. It creates, selects, and transforms features to improve model performance. Use this skill when the user requests feature cre...

GitHub

building-classification-models

jeremylongshore

Build and evaluate classification models for supervised learning tasks with labeled data. Use when requesting "build a classifier", "create classification model", or "train classifier". Trigger with relevant ph...

GitHub

distributed-training-setup

jeremylongshore

Configure distributed training setup operations. Auto-activating skill for ML Training. Triggers on: distributed training setup, distributed training setup Part of the ML Training skill category. Use when worki...

GitHub

setting-up-experiment-tracking

jeremylongshore

Implement 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 trac...

GitHub

sklearn-pipeline-builder

jeremylongshore

Sklearn Pipeline Builder - Auto-activating skill for ML Training. Triggers on: sklearn pipeline builder, sklearn pipeline builder Part of the ML Training skill category.

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