# Discover Top Python Machine Learning GitHub Repositories

**Use case:** 

Identify the most starred and forked Python machine learning projects on GitHub to inform your tech stack decisions or find inspiration. This helps developers a

## Input

```json
{
  "mode": "search",
  "searchQuery": "language:python topic:machine-learning stars:>5000",
  "repositoryUrls": [
    "https://github.com/apify/crawlee"
  ],
  "sortBy": "stars",
  "maxResults": 50,
  "includeReadme": true,
  "includeTopics": true,
  "includeLanguages": true
}
```

## Output

```json
{
  "fullName": {
    "label": "Repository"
  },
  "htmlUrl": {
    "label": "URL",
    "format": "link"
  },
  "description": {
    "label": "Description"
  },
  "primaryLanguage": {
    "label": "Language"
  },
  "stars": {
    "label": "Stars",
    "format": "number"
  },
  "forks": {
    "label": "Forks",
    "format": "number"
  },
  "watchers": {
    "label": "Watchers",
    "format": "number"
  },
  "openIssues": {
    "label": "Open issues",
    "format": "number"
  },
  "topics": {
    "label": "Topics",
    "format": "array"
  },
  "license": {
    "label": "License",
    "format": "object"
  },
  "createdAt": {
    "label": "Created",
    "format": "date"
  },
  "updatedAt": {
    "label": "Updated",
    "format": "date"
  },
  "pushedAt": {
    "label": "Last push",
    "format": "date"
  },
  "scrapedAt": {
    "label": "Scraped at",
    "format": "date"
  }
}
```

## About this Actor

This example demonstrates how to use [GitHub Repository Intelligence](https://apify.com/crawlerbros/github-repo-intelligence) with a specific input configuration. Visit the [Actor detail page](https://apify.com/crawlerbros/github-repo-intelligence) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/crawlerbros/github-repo-intelligence.md

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).