RPC Labs is where finance meets technology. Powered by CFA Institute Research & Policy Center (RPC), it’s a collaborative community for finance professionals, data scientists, and developers to create open-source tools, share knowledge, and drive innovation at the intersection of finance, data science, and AI/ML.

Our mission is fostering open collaboration among CFA Institute members, candidates, and tech enthusiasts. With tools and projects tailored to the financial industry, RPC Labs is building an inclusive space for contribution, learning, and growth.

• Learn and explore: Access curated resources and tools designed for investment professionals and tech enthusiasts.
• Collaborate and build: Join a global community shaping the future of financial data science through open-source innovation.
• Contribute and engage: Share your expertise, provide feedback, and help refine projects that impact the investment industry.

• Browse our GitHub repositories for open-source tools related to financial modeling, AI applications, and risk analysis.
• Star and follow your favorite repositories to stay updated.

• Help us grow the community by starring our repositories! Click the ⭐ button on GitHub to show your support and stay notified about updates.

• Discord: Connect with like-minded professionals and discuss ideas. Join here.
• GitHub Discussions: Engage in discussions, provide feedback, and suggest improvements.

• Read the Contribution Guidelines to learn how to make meaningful contributions.
• Submit pull requests, suggest new features, or improve documentation.

• Network Climate Transition Risk Tool
  This repository contains the code for analyzing systemic climate transition risks in interconnected financial systems. It supports scenario-based analysis to help policymakers and financial professionals assess risk propagation.

• AI and Big Data Technology Usage Heatmap
  Explore how investment professionals are adopting AI and big data technologies in workflows like risk oversight and advisory. This repository includes code and resources to create an interactive heatmap visualization.

• The Automation Ahead
  Hands-on GenAI applications for investment workflows, featuring Python scripts from our research series.

Explore all repositories in our GitHub organization.

Your contributions make a difference. Whether coding, sharing insights, or improving documentation, your expertise is valuable.

1. Read the guidelines: Start with our CONTRIBUTING.md.
2. Fork and Star: Fork a repository, make your changes, and submit a pull request.
3. Engage: React, comment, or start a discussion in our repositories.

• License: All projects in RPC Labs are licensed under the MIT License unless stated otherwise.
• Disclaimer: All code is provided "as-is" without warranties. Users are responsible for security risks and compliance with applicable laws. See DISCLAIMER.md for full details.

• Discord: Join discussions and collaborate with peers.
• GitHub Discussions: Share ideas and ask questions.
• Engage: Star repositories, open issues, and contribute pull requests.

We look forward to building the future of financial data science with you!