#python #deep_learning #graph_neural_networks

DGL (Deep Graph Library) is a powerful and easy-to-use Python package for deep learning on graphs. It allows you to work with graphs on both CPU and GPU, making it highly scalable and efficient, even for large-scale graphs. DGL is compatible with major frameworks like PyTorch, Apache MXNet, and TensorFlow, giving you flexibility in your projects.

The benefits include DGL optimizes communication, memory consumption, and synchronization, allowing it to handle billion-sized graphs efficiently.
- **Ease of Use** DGL offers a variety of functions for computing with graph objects and includes state-of-the-art GNN models and modules.
- **Community Support**: Active community channels like Slack, forums, and monthly seminars help you stay connected and get support when needed.

Overall, DGL simplifies the process of working with graph neural networks, making it a valuable tool for researchers and practitioners alike.

https://github.com/dmlc/dgl

#go #containers #devsecops #docker #go #golang #hacktoberfest #iac #infrastructure_as_code #kubernetes #misconfiguration #security #security_tools #vulnerability #vulnerability_detection #vulnerability_scanners

Trivy is a powerful tool that helps you find security issues in various places like container images, filesystems, Git repositories, and more. It checks for vulnerabilities, misconfigurations, sensitive information, and software licenses. Trivy supports many programming languages and platforms, making it very versatile. You can easily install it using methods like `brew install trivy` or `docker run aquasec/trivy`. It also integrates with popular tools like GitHub Actions and Kubernetes. Using Trivy helps you secure your projects by identifying potential security problems early, which is very beneficial for keeping your software safe and reliable.

https://github.com/aquasecurity/trivy

#cplusplus #android #audio_processing #c_plus_plus #calculator #computer_vision #deep_learning #framework #graph_based #graph_framework #inference #machine_learning #mediapipe #mobile_development #perception #pipeline_framework #stream_processing #video_processing

MediaPipe is a tool that helps you add smart machine learning features to your apps and devices. It works on mobile, web, desktop, and other devices. You can use pre-made solutions for tasks like vision, text, and audio processing, or customize the models to fit your needs. MediaPipe also offers tools like Model Maker and Studio to help you create and test your solutions easily. This makes it easier to delight your customers with innovative features without needing deep machine learning expertise.

https://github.com/google-ai-edge/mediapipe

#cplusplus #c_plus_plus #chrome #css #electron #html #javascript #nodejs #v8 #works_with_codespaces

Electron is a tool that lets you create desktop applications using JavaScript, HTML, and CSS. It works on macOS, Windows, and Linux. You can install it using `npm` and start building apps quickly with tools like Electron Fiddle or the electron-quick-start repository. This makes it easy to develop cross-platform applications without needing to learn multiple programming languages. It's used by popular apps like Visual Studio Code, and there are many resources available to help you get started.

https://github.com/electron/electron

#typescript #api #api_client #api_rest #api_testing #developer_tools #graphql #hacktoberfest #http #http_client #pwa #rest #rest_api #spa #testing #testing_tools #tools #vue #vuejs #websocket

Hoppscotch is an open-source tool that helps you develop and test APIs quickly and efficiently. It allows you to send various types of HTTP requests (like GET, POST, PUT, DELETE) and see the responses in real time. You can customize the appearance with different themes and colors, and it supports features like WebSocket, Server-Sent Events, and GraphQL. It also offers authorization options, request parameters, and the ability to save and organize your requests in collections. Additionally, Hoppscotch allows team collaboration, keyboard shortcuts for efficiency, and synchronization across devices. This tool saves you time by making API development faster and more organized.

https://github.com/hoppscotch/hoppscotch

#python #blog #china #rss

This list collects numerous independent Chinese blogs, each with its own unique content and focus. Here are the key benefits for users The list includes blogs on various topics such as programming, technology, literature, travel, photography, and more, catering to different interests.
- **Original Content** Independent blogs offer authors the freedom to express themselves without the constraints of larger platforms, ensuring diverse and sometimes unique perspectives.
- **Community Building** The list serves as a tool for discovering new blogs and authors, helping readers find high-quality content that might not be easily found on larger platforms.

Overall, this collection enhances the visibility of independent bloggers and provides readers with a rich source of original and diverse content.

https://github.com/timqian/chinese-independent-blogs

#c_lang #crypto #cryptography_library #psa #ssl #tls

Mbed TLS is a library that helps with encryption and secure communication. It is small and works well on embedded systems, making it useful for devices with limited resources. You can easily build and configure it using tools like GNU Make, CMake, or Microsoft Visual Studio. The library includes examples and tests to help you understand how to use it. It also supports the PSA Cryptography API, which makes it easier to use cryptographic functions securely. This library is flexible and can be customized for different platforms and use cases, making it a powerful tool for ensuring data security in various applications.

https://github.com/Mbed-TLS/mbedtls

#python #analytics #dagster #data_engineering #data_integration #data_orchestrator #data_pipelines #data_science #etl #metadata #mlops #orchestration #python #scheduler #workflow #workflow_automation

Dagster is a tool that helps you manage and automate your data workflows. You can define your data assets, like tables or machine learning models, using Python functions. Dagster then runs these functions at the right time and keeps your data up-to-date. It offers features like integrated lineage and observability, making it easier to track and manage your data. This tool is useful for every stage of data development, from local testing to production, and it integrates well with other popular data tools. Using Dagster, you can build reusable components, spot data quality issues early, and scale your data pipelines efficiently. This makes your work more productive and helps maintain control over complex data systems.

https://github.com/dagster-io/dagster

#hcl #aws #aws_eks #aws_eks_cluster #eks #elastic_kubernetes_service #kubernetes #terraform #terraform_module

This Terraform module helps you create and manage Amazon EKS (Kubernetes) resources on AWS. It allows you to set up an EKS cluster, manage node groups, and configure various settings such as security groups, IAM roles, and logging. You can enable features like Elastic Fabric Adapter (EFA) support and IRSA (IAM Roles for Service Accounts) for enhanced performance and security.

Using this module, you can easily automate the creation of your EKS cluster and associated resources, making it simpler to manage your Kubernetes environment on AWS. This automation saves time and reduces the complexity of manual configuration, ensuring your cluster is set up correctly and securely.

https://github.com/terraform-aws-modules/terraform-aws-eks

#rust #arrow #dataframe #dataframe_library #dataframes #out_of_core #polars #python #rust

Polars is a powerful tool for working with data that is very fast and efficient. It supports multiple programming languages like Rust, Python, Node.js, and R. Here are the key benefits Polars is extremely fast, making it one of the best performing solutions available.
- **Multi-threaded and SIMD** It optimizes queries to make them run efficiently.
- **Handling Large Data** You can install Polars easily using pip for Python or through other package managers for other languages.
- **Comprehensive Documentation**: There are detailed user guides, documentation, and community support available.

Overall, Polars helps you work with large datasets quickly and efficiently, making it a valuable tool for data analysis.

https://github.com/pola-rs/polars

#cplusplus #compiler #cuda #jax #machine_learning #mlir #pytorch #runtime #spirv #tensorflow #vulkan

IREE is a tool that helps run Machine Learning (ML) models on different devices, from big data centers to small mobile and edge devices. It uses a special way to convert ML models into a uniform format, making it easier to deploy them anywhere. This tool is still in the early stages but is being actively improved. Using IREE can help you scale your ML models efficiently across various platforms, making it beneficial for developers who need to deploy models in different environments.

https://github.com/iree-org/iree

#go

This tool, called `fscan`, is a comprehensive network scanning tool that automates various scanning tasks. It can detect if hosts are alive, scan ports, brute-force common services like SSH and databases, and identify vulnerabilities such as MS17-010. It also includes web fingerprinting, web vulnerability scanning, NetBIOS detection, and domain controller identification.

Using `fscan` benefits you by allowing you to quickly and automatically scan your network for potential vulnerabilities and gather detailed information about your network environment. This helps in identifying and fixing security issues before they can be exploited, making your network more secure. The tool is highly customizable with various command-line options, allowing you to tailor the scan to your specific needs.

https://github.com/shadow1ng/fscan

#csharp

ToastFish is a software that helps you learn vocabulary using Windows notifications. You can use it discreetly while working or in class. Here’s how it works: you choose a word list, set the number of words to learn, start the session, and then take a test after finishing. It keeps a record of your progress in Excel files. You can also import and customize your own word lists. The software is free, open-source, and requires Windows 10 or later. This tool is beneficial because it allows you to learn vocabulary anywhere, anytime, without disturbing your other activities.

https://github.com/Uahh/ToastFish

#other #alternatives #list

This list provides alternatives to Adobe software, which can be very helpful if you don't want to use Adobe products. You can find free and open-source options, as well as paid alternatives, for various tasks like photo editing (e.g., GIMP instead of Photoshop), graphic design (e.g., Inkscape instead of Illustrator), video editing (e.g., Olive or Shotcut instead of Premiere), and more. This helps you save money and still get the job done with similar features and functionality.

https://github.com/KenneyNL/Adobe-Alternatives

#javascript #carousel #gallery #mobile #slider #swipe #swiper #touch #touch_events

Swiper is a free and modern mobile touch slider designed for mobile websites, web apps, and native/hybrid apps. It offers several key features Only imports the modules you use, keeping your app's bundle small.
- **Mobile-friendly** Allows customization of pagination, navigation, and effects like parallax and 3D transitions.
- **Flexible Layout** Delays loading images until they are visible, improving performance.
- **Virtual Slides** Enhances user experience with various navigation options.

Using Swiper benefits you by providing a smooth, hardware-accelerated transition experience, making your mobile applications more engaging and efficient. You can get started quickly with its extensive documentation and demos available.

https://github.com/nolimits4web/swiper

#other #advanced #blog #javascript

This blog provides a wealth of information and resources for web developers, especially those interested in JavaScript, React, and TypeScript. You can find detailed articles on various topics such as Next.js development, React series, TypeScript tutorials, and browser-related content. There are also sections on project development, personal growth, and interview preparation. The blog is well-organized with links to different platforms like GitHub, Juejin, and Zhihu, making it easy to access and learn from the content. This resource can help you deepen your understanding of web development technologies and improve your coding skills.

https://github.com/mqyqingfeng/Blog

#csharp #cqrs #database #event_sourcing #event_store #eventsourcing #eventstore

EventStoreDB is a special kind of database that stores and streams business events in a way that can't be changed. This helps businesses understand what happened and why, giving them real-time insights. It's especially good for systems that use many small services (microservices) and event-driven architecture. With EventStoreDB, you can easily manage and analyze your data without worrying about the underlying infrastructure, especially with Event Store Cloud which handles the management for you. This makes it easier to build secure and highly available applications. The benefit to you is that you get clear, real-time data insights and simplified management, making your work more efficient and reliable.

https://github.com/EventStore/EventStore

#rust #containers #minimalist #open_source #oversubscription #rust #sandbox #serverless #virtual_machine #virtualization

Firecracker is a technology that helps run container and function workloads securely and efficiently. It uses lightweight virtual machines called microVMs, which combine the security of hardware virtualization with the speed of containers. This makes it faster to start up and more secure, as it reduces the attack surface area. Firecracker is open source and was developed by Amazon Web Services to improve services like AWS Lambda and AWS Fargate. Using Firecracker benefits users by providing a secure, fast, and efficient way to manage serverless workloads, making it ideal for multi-tenant environments.

https://github.com/firecracker-microvm/firecracker

#jupyter_notebook #aws #data_science #deep_learning #examples #inference #jupyter_notebook #machine_learning #mlops #reinforcement_learning #sagemaker #training

SageMaker-Core is a new Python SDK for Amazon SageMaker that makes it easier to work with machine learning resources. It provides an object-oriented interface, which means you can manage resources like training jobs, models, and endpoints more intuitively. The SDK simplifies code by allowing resource chaining, eliminating the need to manually specify parameters. It also includes features like auto code completion, comprehensive documentation, and type hints, making it faster and less error-prone to write code. This helps developers customize their ML workloads more efficiently and streamline their development process.

https://github.com/aws/amazon-sagemaker-examples

#typescript #audio_fingerprinting #browser #browser_fingerprint #browser_fingerprinting #detection #fingerprint #fingerprinting #fingerprintjs #fraud #fraud_detection #identification #javascript #visitor_identifier

FingerprintJS is a tool that helps identify website visitors by collecting and hashing browser attributes. It works even in incognito or private browsing modes and when browser data is cleared. This means you can track visitors more reliably than with cookies or local storage. However, it has limited accuracy (40-60%) because it relies on browser attributes that might be the same for different users. For higher accuracy (99.5%), you can use Fingerprint Identification, a commercial version that processes data on the server and includes more detailed information like IP addresses and visit patterns. This makes it better for preventing fraud and improving user experiences.

https://github.com/fingerprintjs/fingerprintjs