Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
🧮 A collection of resources to learn mathematics for machine learning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
$ npx skills add Lightning-AI/pytorch-lightningVisualizer for neural network, deep learning and machine learning models
$ npx skills add lutzroeder/netronOpen standard for machine learning interoperability
$ npx skills add onnx/onnxAn Engine-Agnostic Deep Learning Framework in Java
$ npx skills add deepjavalibrary/djl📺 Discover the latest machine learning / AI courses on YouTube.
$ npx skills add dair-ai/ML-YouTube-CoursesUltralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite
$ npx skills add ultralytics/yolov512 Weeks, 24 Lessons, AI for All!
$ npx skills add microsoft/AI-For-BeginnersGoogle Research
$ npx skills add google-research/google-researchCLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
$ npx skills add openai/CLIPRobust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
$ npx skills add PeterL1n/RobustVideoMattingAn Open Source Machine Learning Framework for Everyone
$ npx skills add tensorflow/tensorflow💫 Industrial-strength Natural Language Processing (NLP) in Python
$ npx skills add explosion/spaCy⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
$ npx skills add ageron/handson-ml🤗 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-scratchMNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.
$ npx skills add alibaba/MNNHow 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 Mathematics For ML 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.