๐ง Build, run, and manage data pipelines for integrating and transforming data.
$ npx skills add mage-ai/mage-aiAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
๐ง Build, run, and manage data pipelines for integrating and transforming data.
$ npx skills add mage-ai/mage-aiAn open source cybersecurity protocol for syncing decentralized graph data.
$ npx skills add amark/gunRay is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
$ npx skills add ray-project/rayPretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningAn Open Source Machine Learning Framework for Everyone
$ npx skills add tensorflow/tensorflow12 Weeks, 24 Lessons, AI for All!
$ npx skills add microsoft/AI-For-Beginners๐ซ Industrial-strength Natural Language Processing (NLP) in Python
$ npx skills add explosion/spaCyโ๏ธ DEPRECATED โ See https://github.com/ageron/handson-ml3 or handson-mlp instead.
$ npx skills add ageron/handson-ml๐ค The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
$ npx skills add huggingface/datasetsImplement a ChatGPT-like LLM in PyTorch from scratch, step by step
$ npx skills add rasbt/LLMs-from-scratchOpen standard for machine learning interoperability
$ npx skills add onnx/onnxA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
$ npx skills add lightgbm-org/LightGBMMachine Learning Systems
$ npx skills add harvard-edge/cs249r_bookA hyperparameter optimization framework
$ npx skills add optuna/optuna๐ Geometric Computer Vision Library for Spatial AI
$ npx skills add kornia/korniaA fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
$ npx skills add catboost/catboostHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Daft if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.