#1
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightningAlternatives
Interpret alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Interpret
Fit interpretable models. Explain blackbox machine learning.
100
Quality
94
Trust
6.9K
Stars
#2
12 Weeks, 24 Lessons, AI for All!
48K starsJun 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/AI-For-Beginners#3
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
22K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/datasets#4
💫 Industrial-strength Natural Language Processing (NLP) in Python
34K starsMay 19, 2026 pushml-automationPythonMachine Learning
$ npx skills add explosion/spaCy#5
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
97K starsJun 2, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/LLMs-from-scratch#6
Open standard for machine learning interoperability
21K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add onnx/onnx#7
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
6.9K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add kyegomez/swarms#8
Flower: A Friendly Federated AI Framework
7.0K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add flwrlabs/flower#9
Time series forecasting with PyTorch
4.9K starsJun 17, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/pytorch-forecasting#10
Implement a reasoning LLM in PyTorch from scratch, step by step
4.5K starsJun 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/reasoning-from-scratch#11
Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.
3.7K starsMay 3, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add aadi1011/AI-ML-Roadmap-from-scratch#12
An open source library for deep learning end-to-end dialog systems and chatbots.
7.0K starsAug 6, 2025 pushml-automationPythonMachine Learning
$ npx skills add deeppavlov/DeepPavlov#13
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
6.0K starsDec 12, 2025 pushml-automationPythonMachine Learning
$ npx skills add Trusted-AI/adversarial-robustness-toolbox#14
OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.
3.4K starsJul 8, 2025 pushml-automationJavaScriptMachine Learning
$ npx skills add pashpashpash/vault-ai#15
Google Research
38K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add google-research/google-research#16
Visualizer for neural network, deep learning and machine learning models
33K starsJun 14, 2026 pushml-automationJavaScriptMachine Learning
$ npx skills add lutzroeder/netronHow to choose
When should you switch?
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 Interpret if it already passes your workflow test and repository review.
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Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.