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See what the GitHub community is most excited about today. A bot automatically fetches new repositories from https://github.com/trending and sends them to the channel. Author and maintainer: https://github.com/katursis

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GitHub Trends

#go #assertions #go #golang #mocking #testify #testing #toolkit

Testify is a set of tools for testing your Go code. It helps you write better tests with features like easy assertions, mocking, and testing suites. You can use `assert` to check if your code behaves as expected, `mock` to simulate real objects, and `suite` to organize your tests into structured suites. Installing Testify is simple with `go get github.com/stretchr/testify`. This tool makes your testing process more efficient and readable, helping you ensure your code works correctly.

https://github.com/stretchr/testify

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#python #algorithm #algorithm_competitions #algorithms_implemented #algos #community_driven #education #hacktoberfest #interview #learn #practice #python #searches #sorting_algorithms #sorts

This project, "The Algorithms - Python," provides implementations of various algorithms in Python, mainly for educational purposes. It includes a wide range of algorithms that you can learn from, even though they might not be as efficient as those in the Python standard library. You can contribute to the project by following the contribution guidelines, and there are community channels on Discord and Gitter where you can ask questions and get help. This resource is beneficial because it helps you understand and learn different algorithms in a practical way, making it easier to improve your coding skills.

https://github.com/TheAlgorithms/Python

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#go #devsecops #git #gitleaks #go #golang #hacktoberfest #secret #security #security_tools

Gitleaks is a tool that helps you find and prevent hardcoded secrets like passwords, API keys, and tokens in your git repositories. It's easy to use and can be installed via Homebrew, Docker, or Go. You can run Gitleaks as a pre-commit hook or as a GitHub action to automatically check your code for secrets before committing.

Using Gitleaks benefits you by ensuring your sensitive information is not accidentally exposed in your code, making your projects more secure. It scans your repository for any hidden secrets and alerts you, so you can remove them before they become public. This protects your project from potential security breaches and maintains the confidentiality of your credentials.

https://github.com/gitleaks/gitleaks

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GitHub Trends

#typescript

PGlite is a special version of the Postgres database that runs in WebAssembly (WASM), allowing you to use Postgres in the browser, Node.js, Bun, and Deno without extra dependencies. It's small (only 3mb gzipped) and supports many Postgres extensions. You can use it as an in-memory database or save data to the file system or indexedDB. This means you can build reactive, real-time, local-first apps directly on Postgres, making your applications faster and more efficient.

https://github.com/electric-sql/pglite

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#other #ai #douyin #python #ue4

Fay is a digital human framework that can help you in different ways. You can use it as an assistant to interact with devices, as an agent that makes decisions and contacts you, or as a salesperson. Recent updates have improved its performance, such as faster speech recognition and synthesis, better text-to-speech logic, and the ability to handle multiple users simultaneously. These updates make Fay more efficient and responsive, allowing it to provide better interactions and responses. This benefits you by making your interactions with digital humans more seamless and effective.

https://github.com/xszyou/Fay

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#cplusplus #abstraction #c_plus_plus #high_performance_computing #hpsf #kokkos #parallel_computing #programming_model

Kokkos is a tool that helps you write programs that run fast on many different computer systems. It works with various programming models like CUDA, HIP, and OpenMP, making it easy to use on different hardware. This means your programs can be efficient and work well on complex computer architectures. To get started, you can watch video lectures, read the programming guide, and look at examples. You can download Kokkos from GitHub or install it using tools like Spack. The benefit is that your programs will be faster and more flexible, working well on various high-performance computing platforms.

https://github.com/kokkos/kokkos

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GitHub Trends

#javascript #charting_library #charts #d3 #data_visualization #plotly #plotly_dash #regl #visualization #webgl

Plotly.js is a powerful tool for creating various types of charts and visualizations using JavaScript. It allows you to make statistical charts, 3D graphs, scientific charts, and more. You can easily load it into your project using a script tag or as a Node module. This library is beneficial because it offers a wide range of visualization options, making it easy to present data in an interactive and engaging way. Additionally, it is well-documented and has a strong community support, which helps if you need help or want to contribute to its development.

https://github.com/plotly/plotly.js

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GitHub Trends

#powershell

This repository provides pre-built virtual machine (VM) images for GitHub Actions and Azure DevOps. You can use these images to run your workflows and pipelines on various operating systems like Ubuntu, macOS, and Windows. The images come with pre-installed software, making it easier to set up your environment. You can choose from different versions of each OS, and the repository is updated weekly with the latest software versions. This saves you time and effort in setting up your development environment, allowing you to focus on your projects more efficiently. Additionally, you can interact with the repository by filing issues or participating in discussions to request new tools or provide feedback.

https://github.com/actions/runner-images

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#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

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#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

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GitHub Trends

#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

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GitHub Trends

#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

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#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

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GitHub Trends

#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

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GitHub Trends

#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

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#go #go #golang #k8s #k8s_cluster #k9s #kubernetes #kubernetes_cli #kubernetes_clusters

K9s is a tool that helps you manage your Kubernetes clusters more easily. It provides a terminal user interface where you can navigate, observe, and manage your Kubernetes applications. Here are the key benefits K9s continuously watches your Kubernetes cluster for changes and offers commands to interact with your resources.
- **Customizable** K9s is free and maintained by the community, with options to sponsor the project if it helps you.
- **Multi-Platform Support** Includes features like benchmarking, node shell access, and integration with tools like Popeye for cluster sanitization.

Overall, K9s simplifies the management of your Kubernetes clusters, making it more efficient and productive.

https://github.com/derailed/k9s

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#javascript #algorithm #algorithms #computer_science #data_structures #interview #interview_preparation #javascript #javascript_algorithms

This repository provides a comprehensive collection of JavaScript examples for various algorithms and data structures. It includes detailed explanations, links to further reading, and YouTube videos for each topic. You can learn about data structures like linked lists, trees, graphs, and more, as well as algorithms such as sorting, searching, and cryptographic methods. The repository is organized by topic and difficulty level (beginner or advanced), making it easy to navigate and learn. This resource is ideal for anyone looking to improve their understanding of algorithms and data structures in JavaScript, helping you become a better programmer by providing practical examples and explanations.

https://github.com/trekhleb/javascript-algorithms

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#go #cncf #containerd #containers #cri #docker #hacktoberfest #kubernetes #oci

Containerd is a powerful tool for managing containers on your computer. It helps with tasks like transferring and storing container images, running containers, and managing network and storage settings. Here’s the benefit: Containerd makes it easy to manage the entire lifecycle of your containers, ensuring they run smoothly and efficiently. It is simple, robust, and works well on both Linux and Windows, making it a great choice for developers and system administrators. Plus, it integrates well with Kubernetes, which is useful if you're using that platform. Overall, containerd simplifies container management, making your work easier and more reliable.

https://github.com/containerd/containerd

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#python #amd #cuda #gpt #inference #inferentia #llama #llm #llm_serving #llmops #mlops #model_serving #pytorch #rocm #tpu #trainium #transformer #xpu

vLLM is a library that makes it easy, fast, and cheap to use large language models (LLMs). It is designed to be fast with features like efficient memory management, continuous batching, and optimized CUDA kernels. vLLM supports many popular models and can run on various hardware including NVIDIA GPUs, AMD CPUs and GPUs, and more. It also offers seamless integration with Hugging Face models and supports different decoding algorithms. This makes it flexible and easy to use for anyone needing to serve LLMs, whether for research or other applications. You can install vLLM easily with `pip install vllm` and find detailed documentation on their website.

https://github.com/vllm-project/vllm

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GitHub Trends

#java #baas #clickhouse #crud #databricks #elasticsearch #hadoop #hive #influxdb #low_code #lowcode #milvus #nocode #oracle #postgresql #postgresql_database #serverless #snowflake #sqlserver #tdengine #tidb

APIJSON is a powerful tool that simplifies the development of APIs and reduces the workload for both front-end and back-end developers. Here are the key benefits APIJSON provides automatic generation of APIs and documentation, eliminating the need for manual coding of CRUD (Create, Read, Update, Delete) operations and documentation.
- **Customizable** It significantly reduces development and communication costs, simplifies the development process, and shortens the development cycle.
- **Compatibility** APIJSON automatically manages versions, controls permissions, and prevents SQL injection attacks.
- **Community Support**: It has a strong community with extensive documentation, video tutorials, and a large number of contributors and users from major companies like Tencent, Huawei, and Baidu.

Overall, APIJSON streamlines API development, making it faster, more efficient, and less prone to errors.

https://github.com/Tencent/APIJSON

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GitHub Trends

#go #openssf_scorecard #scorecard

Scorecard is a tool that helps improve the security of open source projects. It automatically checks various security practices and assigns scores based on these checks. Here’s how it benefits you Scorecard evaluates your project's security by checking for things like branch protection, code reviews, dependency updates, and more.
- **Risk Identification** By assessing the security of dependencies, Scorecard helps you make informed decisions about the safety of the libraries and tools you use.
- **Community Engagement**: You can connect with the Scorecard community to discuss ideas, report issues, and contribute to the project.

Overall, Scorecard provides valuable insights to enhance the security and reliability of your open source projects.

https://github.com/ossf/scorecard

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#typescript #api #app #cms #composable #data_visualization #database #directus #graphql #headless_cms #javascript #mariadb #mssql #mysql #no_code #node #postgresql #sql #sqlite #typescript #vue

Directus is a tool that helps you manage your SQL database content in real-time. It's open source, so you don't have to pay extra or get locked into a specific vendor. You can use it with many different databases like PostgreSQL, MySQL, and more. Directus provides a fast API and a user-friendly dashboard that doesn't require coding skills. You can run it locally, on your own servers, or use their cloud service starting at $15/month. This makes it easy to manage your data without needing technical expertise, and you can customize it to fit your needs.

https://github.com/directus/directus

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#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

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#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

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#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

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#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

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#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

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#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

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#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

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GitHub Trends

#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

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