machine learning instructions

149 tagged machine learning, measured the same way as everything else here.

Browse within: data-science 36deep-learning 36python 22data-visualization 18data-analysis 16MLOps 13artificial-intelligence 12ml 10PyTorch 9mlflow 7Optimization 6apache-airflow 5apache-spark 5fastapi 5

streamlit/streamlit

Instructions file GitHub Copilot

Copilot instructions for streamlit/streamlit, covering streamlit repo overview, tech stack, folder structure, shell & build policy and make commands.

46k +15 today A 2,238 tokens original Apache-2.0

streamlit/streamlit

Instructions file GitHub Copilot

Instructions for streamlit/streamlit, covering agent definitions, file format, best practices, cross-platform compatibility and slash command support.

46k +15 today A 832 tokens copy · 92% Apache-2.0

gradio AGENTS.md

04

gradio-app/gradio

Instructions file CodexOpenCode

Instructions for gradio-app/gradio, covering agents.md, repository structure, pull request rules, code style and agentic contribution policy.

43k 3d ago A 821 tokens original Apache-2.0

mlflow/mlflow

Instructions file GitHub Copilot

Instructions for mlflow/mlflow, covering code review instructions, knowledge cutoff and do not comment on.

28k yesterday A 179 tokens original Apache-2.0

mlflow CLAUDE.md

07

mlflow/mlflow

Instructions file

Instructions for mlflow/mlflow, covering claude.md, knowledge cutoff note, code style principles, repository overview and quick start: development server.

28k yesterday A 2,019 tokens original Apache-2.0

marimo-team/marimo

Instructions file GitHub Copilot

Instructions for marimo-team/marimo: For example, if there is a frontend change to make a border thicker, how does this look in run mode, app-view and edit-view? For a backend change, has the user tested different scenarios?

23k yesterday A 91 tokens original Apache-2.0

marimo AGENTS.md

09

marimo-team/marimo

Instructions file CodexOpenCode

Instructions for marimo-team/marimo, covering marimo development guidelines, your primary responsibility is to the project and its users, quick setup, development commands and python.

23k yesterday A 644 tokens original Apache-2.0

marimo CLAUDE.md

10

marimo-team/marimo

Instructions file

Instructions for marimo-team/marimo, a project described as: 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.

23k yesterday A 5 tokens copy · 100% Apache-2.0

skypilot AGENTS.md

12

skypilot-org/skypilot

Instructions file CodexOpenCode

Instructions for skypilot-org/skypilot, covering claude.md - skypilot development guide, project overview, repository structure, development setup and environment setup.

11k 2d ago A 3,956 tokens original Apache-2.0

skypilot CLAUDE.md

13

skypilot-org/skypilot

Instructions file

Instructions for skypilot-org/skypilot, a project described as: The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

11k 2d ago A 3 tokens copy · 100% Apache-2.0

pycaret AGENTS.md

14

pycaret/pycaret

Instructions file CodexOpenCode

AGENTS.md instructions for pycaret/pycaret, covering agents.md — pycaret agent instructions, tl;dr — the 60-second briefing, start here, non-negotiables and universal rules.

9.8k 1mo ago A 3,455 tokens

pycaret CLAUDE.md

15

pycaret/pycaret

Instructions file

Claude Code instructions for pycaret/pycaret, covering claude.md — claude code guide for this repo, at a glance, how contributors use this repo with claude code, files claude code reads (in order) and common commands.

9.8k 1mo ago A 1,194 tokens

GetBindu/Bindu

Instructions file GitHub Copilot

Copilot instructions for GetBindu/Bindu, covering bindu codebase patterns, tech stack, anti-redundancy rules, source of truth locations and settings (bindu/settings.py).

9.4k 8d ago A 1,491 tokens

Bindu AGENTS.md

17

GetBindu/Bindu

Instructions file CodexOpenCode

AGENTS.md instructions for GetBindu/Bindu, covering agents.md, repo orientation, useful commands, python core and run the core.

9.4k 8d ago A 1,017 tokens

Bindu CLAUDE.md

18

GetBindu/Bindu

Instructions file

Claude Code instructions for GetBindu/Bindu, covering project: bindu - decentralized agent framework, critical context (read first), what is bindu?, commands that work and python core development.

9.4k 8d ago B 4,518 tokens

swarms CLAUDE.md

20

kyegomez/swarms

Instructions file

Instructions for kyegomez/swarms, covering claude.md — swarms framework guide, installation & setup, any provider supported by litellm works, project layout and core primitive: agent.

7.1k 3d ago A 8,544 tokens original Apache-2.0

zenml AGENTS.md

21

zenml-io/zenml

Instructions file CodexOpenCode

Instructions for zenml-io/zenml, covering zenml codex agent guidelines, project structure, always-loaded rules, common commands and branches, git, and prs.

5.6k yesterday A 1,575 tokens original Apache-2.0

zenml CLAUDE.md

22

zenml-io/zenml

Instructions file

Instructions for zenml-io/zenml, covering zenml claude code guidelines, project structure, use zenml docs via mcp, code style & quality standards and commenting policy — explain why, not what.

5.6k yesterday A 4,696 tokens original Apache-2.0

Kiln AGENTS.md

23

Kiln-AI/Kiln

Instructions file CodexOpenCode

AGENTS.md instructions for Kiln-AI/Kiln, covering project overview, project goals, tech stack, agent tools and agent prompts.

5.0k 2d ago A 1,070 tokens

microsoft/FLAML

Instructions file GitHub Copilot

Instructions for microsoft/FLAML, covering github copilot instructions for flaml, project overview, build and test commands, installation and basic installation.

4.4k 3d ago A 1,772 tokens original MIT