Hello Python Developers!. We’re excited to share that the 2025 Python Type System and Tooling Survey is live ✨. Your feedback can make a real difference in improving Python typing for everyone, so please contribute: #Python #PythonTyping #DeveloperSurvey.

Missed the Second EgoVis workshop at CVPR 2025? Catch up now on YouTube! Hear from keynote speakers @xiaolonw, @SiyuTang and @NagraniArsha. Plus, discover the winners & honorable mentions of EPIC-KITCHENS and Ego-Exo4D challenges #EgoVis #CVPR202. Link:

Join millions who have switched to Grok.

⚡️OSS Project Spotlight⚡️. IGListKit is a data-driven UICollectionView framework for building fast and flexible lists in iOS applications. This project ensures smooth performance and easy-to-maintain code. Discover how IGListKit can enhance your projects:

📈 Integration & Usage: Glean integrates with popular development environments and tools, providing seamless access to code insights. Use it to power code search, refactoring, and more. Explore its full potential and contribute to its development:

🔑 Key Features: Glean offers a robust query language, Angle, allowing you to perform complex queries on your codebase. It supports code navigation, search, and static analysis, making it an essential tool for understanding large codebases.

🛠️ Getting Started: To use Glean, clone the repository and build it using the provided scripts. Glean supports various languages, and you can start indexing your codebase to enable powerful code navigation and analysis features.

🔎 Meta Open Source 101🔎 . Discover Glean, Meta's open source system for collecting and querying facts about source code. It enhances developer tools by providing precise answers to code-related questions across multiple languages. Learn more here:

⚡️OSS Project Spotlight⚡️ . FBOSS is a flexible and scalable software stack for managing and operating network switches. It's great for data center network, enabling efficient traffic management and high availability. Dive into FBOSS and its capabilities:

📈 Visualization & Analysis: Captum provides visualization tools to help you analyze and present model insights effectively. Whether you're debugging models or explaining them to stakeholders, Captum's visualizations make complex data more accessible.

🔍 Key Features: Captum offers a range of interpretability methods, including feature attribution, layer attribution, and neuron attribution. These tools help you dissect model predictions, identify important features, and understand model biases.

🛠️ Getting Started: To use Captum, integrate it with your PyTorch models by installing it via pip with `pip install captum`. Once installed, you can begin exploring various interpretability algorithms to gain insights into your model's behavior.

🔎 Meta Open Source 101🔎. Discover Captum, a comprehensive model interpretability library for PyTorch. It helps you understand and visualize the decisions made by your machine learning models, enhancing transparency and trust. Learn more about Captum:

⚡️OSS Project Spotlight⚡️. CacheLib is a caching engine designed to build and scale high-performance cache systems. It's used to optimize data retrieval and reduce latency across various services. Discover how CacheLib can enhance your infrastructure:

🔧 Customization & Extensibility: Tailor Below to your needs by leveraging its flexible configuration options. Whether you're monitoring a single server or a complex infrastructure, Below adapts to provide the insights you need.

📊 Key Features: Below offers a rich set of features, including real-time monitoring of CPU, memory, and I/O statistics. Its intuitive interface allows you to visualize data trends and identify bottlenecks quickly, making it an essential tool for system administrators.

🚀 Getting Started: Install Below by cloning the repository and building it using Cargo, Rust's package manager. Ensure you have Rust installed, then run `cargo build --release` to compile the project. This sets the stage for monitoring your system's performance.

🔎 Meta Open Source 101🔎 . Dive into Below, a powerful resource monitoring tool designed for Linux systems. It provides detailed insights into system performance, helping you optimize and troubleshoot with ease. Learn more about its capabilities here:

⚡️OSS Project Spotlight⚡️. DotSlash is a versatile command-line tool that simplifies the execution of scripts across different environments. It supports variables and custom configurations, allowing you to tailor the execution to your specific needs.

🌐 Presto's architecture is designed for scalability and speed, making it ideal for large-scale data analysis. Join the community, contribute, or explore more about its capabilities here:

📊 Once your cluster is up, you can run SQL queries using the Presto CLI or integrate with BI tools. Presto supports ANSI SQL, making it easy to use for those familiar with SQL. Dive into the documentation for more: