The best gun alternatives

netdata

netdata/netdata

The fastest path to AI-powered full stack observability, even for lean teams.

Choose netdata if…

• you would rather work in Go than JavaScript
• you need a detected license — this one reports GNU General Public License v3.0
• you want the more widely starred option (81.3k)
• you specifically need ai or alerting

Shares database, machine-learning with gun.

marimo

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Choose marimo if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports Apache License 2.0
• you specifically need dag or data-science

Shares artificial-intelligence, machine-learning with gun.

mage-ai

mage-ai/mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

Choose mage-ai if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need data or data-engineering

Shares artificial-intelligence, machine-learning with gun.

postgresml

postgresml/postgresml

Postgres with GPUs for ML/AI apps.

Choose postgresml if…

• you would rather work in Rust than JavaScript
• you need a detected license — this one reports MIT License
• you prefer a smaller, narrower project to a large one
• you specifically need ai or ann

Shares artificial-intelligence, machine-learning with gun.

prompts.chat

f/prompts.chat

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

Choose prompts.chat if…

• you would rather work in HTML than JavaScript
• you want the more widely starred option (175.7k)
• you specifically need ai or awesome-list

Shares artificial-intelligence, machine-learning with gun.

spaCy

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Choose spaCy if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports MIT License
• you want the more widely starred option (34.0k)
• you specifically need ai or cython

Shares artificial-intelligence, machine-learning with gun.

pytorch-lightning

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Choose pytorch-lightning if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (31.4k)
• you specifically need ai or data-science

Shares artificial-intelligence, machine-learning with gun.

cs249r_book

harvard-edge/cs249r_book

Machine Learning Systems

Choose cs249r_book if…

• you would rather work in Python than JavaScript
• you want the more widely starred option (29.8k)
• you specifically need cloud-ml or computer-systems

Shares artificial-intelligence, machine-learning with gun.

datasets

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Choose datasets if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports Apache License 2.0
• you specifically need ai or computer-vision

Shares artificial-intelligence, machine-learning with gun.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports MIT License
• you specifically need ai or data-science

Shares artificial-intelligence, machine-learning with gun.

machine-learning-for-trading

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

Choose machine-learning-for-trading if…

• you would rather work in Jupyter Notebook than JavaScript
• you need a detected license — this one reports MIT License
• you specifically need algorithmic-trading or backtesting

Shares artificial-intelligence, machine-learning with gun.

onnx

onnx/onnx

Open standard for machine learning interoperability

Choose onnx if…

• you would rather work in Python than JavaScript
• you need a detected license — this one reports Apache License 2.0
• you specifically need ai or deep-learning

Shares artificial-intelligence, machine-learning with gun.