Alternatives to MicroPython

Ubuntu is more productive than embedded Linux. The cost of sharing a platform is shared. Licensing costs less, updates are more reliable and maintenance is shared. Easy CI/CD, better tools and faster updates are possible with a familiar and well-used Ubuntu system. Linux is not an identifier. Focus on your unique story and avoid pre-enabled boards. It is much easier to manage a familiar platform and environment than a specialist OS. Naturally. Ubuntu is chosen by more Linux developers, which means that the talent pool for Linux is deeper and wider. Tap the largest talent pool. Ubuntu is the leader in every way. Reuse is key to productivity. Get developers moving faster with the largest package selection in the world.

VxWorks®, a leading real-time operating platform in the industry, provides all the performance, reliability, safety and security capabilities you need for the most critical infrastructure's embedded computing systems. VxWorks is a preemptive, deterministic RTOS that prioritizes real-time embedded applications. It has low latency and minimaljitter. VxWorks has many security features that address the evolving security threats connected devices face at every stage, from boot-up to operation to data transfer to powered off. VxWorks has been certified to IEC 61508, ISO 26262, and DO-178C safety standards. VxWorks is built on an extensible, future-proof architecture that allows you to quickly respond to changing market demands, customer needs, technological advancements, and preserves your investment.

NuttX (real-time operating system) is a small, compact real-time operating software (RTOS). It focuses on standards compliance and a small footprint. NuttX is scalable from 8-bit to 32 bit microcontroller environments. The primary governing standards are Posix, ANSI standards. For functionality that is not available under these standards or that is not suitable for deeply embedded environments (such a fork ()).), additional standard APIs from Unix (and other common RTOS's such as VxWorks), are adopted. Apache NuttX is a project currently in Incubation at the Apache Software Foundation (ASF), which is sponsored by The Incubator. All accepted projects must be incubated until further review determines that infrastructure, communications, decision making, and decision making processes have stabilized in a way consistent with other successful ASF projects.

TorizonCore can be installed in just one click using the preinstalled Toradex Easy Installationer. You can get started quickly with the Graphical User Interface (GUI), Debian containers and APT Package Manager. You can quickly build reliable products with a wide range of tools, such as Flash Analytics. TorizonCore is open source and was built using the Yocto Project based upon the Toradex Embedded Linux BSP. This allows for further customization. Torizon integrates with Visual Studio 2019. This allows you to use familiar tools and a Windows development computer while also allowing you to take advantage of the rich Linux ecosystem. Toradex supports Windows Embedded Compact / WinCE. However, Visual Studio with Torizon for developers who want to migrate to Linux is an excellent choice.

Android Things allows you to experiment with building devices on trusted platforms without any prior knowledge of embedded system design. You can use the Android SDK or Android Studio to develop, and access hardware like displays and cameras natively via the Android framework. The Android Things Console is used for security updates and push-over-the-air features. Android Things allows you to create apps on top popular hardware platforms such as the Raspberry Pi 3. Google manages the Board Support Package (BSP). This means that no kernel or firmware development is necessary. Through the Android Things Console, software images are created and delivered to devices. This provides a trusted platform for developers to continue developing with standard updates from Google.

From simple embedded environmental sensors to advanced embedded controllers and smart watches to IoT wireless applications, there are many options. Implements configurable architecture-specific stack-overflow protection, kernel object and device driver permission tracking, and thread isolation with thread-level memory protection on x86, ARC, and ARM architectures, userspace, and memory domains. Supports combining application-specific code and a custom kernel on platforms without MMU/MPU or memory constrained devices to create a monolithic images that are loaded and executed on a system’s hardware. Both the kernel and application code are executed in a single address space.

A kernel is the core of any embedded OS. It provides crucial task scheduling and multitasking services that ensure your application code's timing requirements can be met. You also regularly update and add new features to that code. Micrium OS is much more than a kernel. It provides a variety of modules that can be used to meet your project's requirements. Micrium OS is completely free to use on Silicon Labs EFM32 or EFR32 devices. Micrium OS can be added to your projects immediately without any licensing fees.

RT-Thread, short for Real Time-Thread, is an embedded real-time multi-threaded operating system. It has been designed to support multi-tasking, allowing multiple tasks to run simultaneously. Although a processor core can only run one task at a time, RT-Thread executes every task quickly and switches between them rapidly according to priority, creating the illusion of simultaneous task execution. RT-Thread is mainly written in the C programming language, making it easy to understand and port. It applies object-oriented programming methods to real-time system design, resulting in elegant, structured, modular, and highly customizable code. The system comes in a few varieties. The NANO version is a minimal kernel that requires only 3KB of flash and 1.2KB of RAM. For resource-rich IoT devices, RT-Thread can use an online software package management tool, together with system configuration tools, to achieve an intuitive and rapid modular design.

FreeRTOS is an open-source, real-time operating software for microcontrollers. It makes it easy to program, deploy and secure small-power edge devices, as well as connect them. FreeRTOS is freely distributed under the MIT open-source license. It includes a kernel as well as a growing number of software libraries that can be used across all industry sectors and applications. This includes connecting low-power devices securely to AWS Cloud services such as AWS IoT Core and to more powerful edge devices running AWS IoT Greengrass. FreeRTOS is designed to be reliable and easy-to-use and has long-term support releases. A microcontroller is a small, resource-constrained processor which can be found in many devices such as sensors, automobiles, fitness trackers, automobiles, and appliances.

Raspberry Pi Imager allows you to quickly and easily install Raspberry Pi OS or other operating systems to microSD cards, which can then be used with your Raspberry Pi. Watch this 45-second video to learn how Raspberry Pi Imager installs an operating system. Install Raspberry Pi Imager on a computer that has an SD card reader. Install Raspberry Pi Imager on the computer with an SD card reader. Browse the operating systems available from Raspberry Pi and other organizations, and download them to manually install.

RIOT powers Internet of Things, just like Linux powers the Internet. RIOT is a free and open-source operating system that was developed by a community of companies, academics, and hobbyists. It is distributed around the globe. RIOT supports all low-power IoT devices and microcontroller architectures (32, 16-bits, 8-bit) as well as external devices. RIOT aims at implementing all relevant open standards supporting an Internet of Things which is connected, secure and durable. RIOT supports DTLS transport security, IEEE 802.15.4 encryption and Secure Firmware Updates. RIOT can be easily modified to meet your application needs. We support all Internet standards and network technologies. RIOT is open for new developments and is often an early adaptor of networking.

FreeRTOS, which was developed in partnership with some of the world's most renowned chip companies over a 15 year period, is now downloaded every 170 second. It is a market-leading real time operating system (RTOS), for microcontrollers, small microprocessors. FreeRTOS is freely distributed under the MIT open-source license. It includes a kernel as well as a growing number of IoT libraries that can be used across all industries. FreeRTOS is designed with reliability and ease-of-use in mind. The FreeRTOS kernel has been trusted by leading companies around the world as the standard for microcontrollers/small microprocessors. It is known for its reliability, small footprint, and wide device support. You don't need to know how to set up a project. There are pre-configured demos that can be used as templates and IoT reference integrations. You can quickly download, compile, then get to market quicker. Our partner ecosystem offers a variety of options, including professional support and community contributions.

LynxOS is used in millions of embedded devices. It has been reliable for over 30 years in multiple safety- and security-critical embedded markets. It is a proven method for hosting applications on Unix-like OS models. All resources and application services are centrally managed and controlled by a single kernel. This is ideal for working with older hardware architectures. We want our customers only to purchase what they require. While real-time operating systems can be a great asset to embedded system designs, they are not necessary. Our RTOS-related resources are listed in our Embedded Systems Learning Center. This center contains helpful information to help you make software purchases as you design, update, and maintain your system. It also provides information on which real-time platform vendor is best for you.

Our commercial RTOS, tools and services make it easier to launch critical embedded systems. BlackBerry QNX is a time-tested realtime operating system (RTOS), hypervisor and other embedded software that will make you successful. Our embedded OS is the best choice for medical robots, ventilators, train controls and factory automation systems. Our software, tools, and services can help build safer products, regardless of whether you are focusing on safety, security, or performance. We can help you improve safety and security, or streamline cross-platform development. With an RTOS and hypervisor specifically designed for embedded systems, we can help you bring your ideas to life. Our modular microkernel architecture provides greater reliability and reduces the need to duplicate OS development effort across multiple products.

We work with commercial and open-source partners to provide MIPS support to many popular Real Time Operating Systems (RTOS), and the new generation IoT-specific Operating Systems. We also developed the MIPS Embedded Operating System, (MEOS), with Virtualization extensions. This targets embedded applications and the IoT area. MEOS is MIPS' internal real-time operating software (RTOS). It is the only operating system that supports new architecture features and cores, as it is in-house. Version 3.1 of MEOS contains a virtualization library that extends MEOS to a hypervisor for MIPS cores that implement the MIPS Virtualization module. We will donate engineering resources or provide development hardware and tools to assist in the development of open-source real time/IoT operating system.

OpenWrt is an extensible GNU/Linux distribution that can be used on embedded devices (mostly wireless routers). OpenWrt, unlike other router distributions, is a fully-featured and easily modifiable operating systems for embedded devices. This means that you can have all of the features you want with no bloat thanks to a modern Linux kernel. OpenWrt allows you to create a single static firmware instead of trying to create one. It also provides an optional filesystem that can be writable with package management. This allows you to bypass vendor restrictions on application selection and configuration and allows you to use packages for customizing embedded devices to suit any application. OpenWrt is a framework for developers to build applications without the need to create a full firmware image and distribute it.

To create the first user in Ubuntu Core, you will need an Ubuntu SSO account. We will show you how to flash Ubuntu Core on a Raspberry Pi 2, 3, 4, or CM3. You will have a board ready to go for production or testing. To create the first user in Ubuntu Core, you will need an Ubuntu SSO account. Now that you have snaps installed on your board, it is time to use snap command to install the first snap. Snap Store is the place to find the best Linux apps in snaps that you can install on your Ubuntu device. Get started with your secure IoT journey.

Containers will revolutionize connected devices and balenaOS is a great way to manage them. Built to withstand harsh networking conditions and unexpected shutdowns. This minimal Linux contains only the services required to run Docker reliably from an embedded device. Yocto Linux is used to port most devices across different CPU architectures. Actively developed in the public; participation from the community is welcome. BalenaCloud is a platform that allows modern software development to be connected to hardware. We started by porting Docker from Linux to ARM chips in 2013. We quickly realized that we needed an operating system that was optimized for this use case. This OS should be minimal and suitable for running containers on embedded devices.

Nucleus®, RTOS allows system developers to address complex requirements posed by today's embedded designs. Nucleus combines kernel-rich functionality with tooling features that are ideal for applications that require a scalable footprint and connectivity. Nucleus RTOS has been proven to be reliable and highly optimized. Nucleus has been deployed in high-security markets that have strict safety and security requirements, such as automotive, medical devices, and airborne systems. A stable deterministic kernel that has a small memory footprint. Optimized memory partitioning using a lightweight process model. Dynamically load and unload applications for greater modularity.

Windows allows you to join our global partner network for hardware and software solutions, integrations and services. Windows IoT offers a wide range of features and developer-friendly tools to ensure a smooth device-building experience. Windows IoT operating systems offer backwards compatibility, in accordance with Microsoft's application compatibility guarantee. Azure services can be used as building blocks for custom IoT solutions with Windows IoT. Azure offers the industry's largest range of cloud services and capabilities. These can be tailored to meet your industry requirements and your specific needs. Windows IoT can be used with any existing device management software.

Tizen is an open-source, flexible operating system that was built from the ground up to meet the needs of all stakeholders in the mobile and connected device ecosystem. This includes device manufacturers, application developers, and independent software vendors (ISVs). Tizen platform can be used on smart TVs, smartphones and wearable devices (Gear S and Gear Fit) as well as smart home appliances. Low-end and lower-cost IoT devices such as wearable bands with small LCDs and home appliances without display have received less attention. TizenRT aims to expand Tizen platform device coverage for these low-end devices.

Contiki-NG is an open-source and cross-platform operating system that supports Next-Generation IoT devices. It is focused on reliable (secure and reliable) low power communication and standard protocols such as IPv6/6LoWPAN and 6TiSCH, RPL and CoAP. Contiki-NG includes extensive documentation, tutorials and a release cycle. It also has a well-defined development flow to facilitate the seamless integration of community contributions. Contiki-NG source code is distributed under the 3-clause BSD licence, unless otherwise stated. This license grants everyone the right of use and distribution of the code in binary or source format as long as the copyright licence is not lost in the source code.

Arm Mbed OS, an open-source IoT operating platform, is free and available for download. It includes all the features needed to create IoT products. The OS contains everything you need for smart, connected products that run on Arm Cortex M based hardware. This includes machine learning capabilities, security stacks, connectivity stacks, and drivers for sensors and other I/O devices. Arm Mbed OS was designed for the Internet of Things. It integrates with connectivity, machine-learning, networking, security stacks, and is supported by software libraries, tutorials, hardware, and examples. Mbed OS supports over 70 silicon, module and cloud partners. This allows you to optimize your developer choice. Mbed OS API allows you to keep your application code clean, portable, and easy while taking advantage security, communications, and machine learning. The integrated solution reduces development time, cost, and risk.

Open source networking stacks are available to meet your application's needs, such as e.g. Bluetooth Low Energy 5, Bluetooth Mesh and Wi-Fi are just a few of the open source networking stacks available. Ensure security is integrated into the code and lifecycle management for your product. Your IoT network of billions is ready for remote monitoring, troubleshooting and management. In minutes or hours, you can create, tune, and build your image.

RPA platform that is powerful and affordable. Use Python's flexibility, low-code's convenience, and AI to automate intelligently. Python RPA is a simple-to-use platform that allows you to create and manage bots in Python. Python's capabilities make it a powerful and effective tool for automating business process. Orchestrator enterprise-grade for managing Python scripts, low-code projects. You only need a basic understanding of Python to begin your automation journey. Instant notifications and a status board will keep you in the loop. Ensure smooth, uninterrupted process execution. Managed and secured user access. Secure your credentials and make sure that all activities are logged. Create your project using any library or framework. You can use any open-source Python environment to develop your Python automation.

Device OS is a simple-to-use programming framework that allows you to create applications that run on your device. Securely send messages to the internet with just one line of code The Device Cloud supports four communication primitives. This is the only IoT platform that integrates hardware, software and connectivity. It allows you to quickly and safely deliver OTA updates at any scale. It is simple to set up remote updates. No custom integrations are required. Intelligent Firmware Release is a unique feature that uses context awareness to update OTA firmware across a fleet in minutes. Particle provides both single-device and fleet-wide OTA capabilities, which seamlessly scale with your fleet, from prototype through production.

IronPython, an open-source implementation for the Python programming language, is tightly integrated with.NET. IronPython is compatible with.NET and Python libraries. Other.NET languages can also use Python code. With Python Tools for Visual Studio, you can have a more interactive.NET/Python development experience. IronPython, a great addition to.NET that gives Python developers the power of.NET, is a great addition to.NET. IronPython is also available to existing.NET developers. It can be used as a fast, expressive scripting language for writing, testing, and embedding new applications. The CLR is an excellent platform for creating programming languages. The DLR makes it even better for dynamic languages. The.NET (base library, presentation foundation, and so on) is a great tool for developers. Developers have access to a lot of functionality and power through the.NET (base class library, presentation foundation, etc.) IronPython uses Python syntax, standard libraries, and your Python code will need updating accordingly.

A GUI (Graphical User Interface), also known as an embedded GUI, is a software that is designed to be used on embedded systems such as microcontrollers or single-board computers. Embedded GUIs are graphical interfaces that allow users to interact with the system. They can control and monitor it through visual elements like icons, buttons and sliders. MicroEJ embedded GUI solutions provide your customers with a beautiful appearance and feel, as well as high performance on markets such wearables and home appliances, medical devices, smart printers and smart homes. Take advantage of flawless, ultra-fast embedded GUIs to ensure a great customer experience. MicroEJ's portability allows you to leverage the design investment that you have made by using the same graphical widgets across all your products.

Mongoose OS, which is open-source, comes in two versions: Community and Enterprise. Reliable Over-The-Air update Secure device provisioning Remote management. Proven performance, field tested and trusted. Open source under Apache 2.0 license. Commercial licensing & support available.

You can build and run powerful AI and engineering apps in just 5 minutes after downloading Flojoy Studio. No coding skills are required. Engineers use Flojoy Studio for streaming measurements from robotics and microcontrollers to Flojoy Cloud. Once in Flojoy Cloud this research data can then be analyzed, archived and downloaded by team members. Flojoy is a de facto resource for open source instrument control in Python. Flojoy's mission is to provide first-class Python support for every major motion platform, including robotic arms, steppermotors, servos and linear actuators.

Torizon helps developers be more productive and create products that are easy to maintain. Device monitoring and integrated over-the-air updates allow you to ship faster, fix bugs in the field, deliver new features, and detect problems faster. Software containerization makes maintenance easier and adds an extra layer of robustness. Torizon is continuously validated on Toradex System on Modules. This allows you to focus on your application and not the operating system. Torizon allows you to develop your product in an agile, iterative manner. Remote update capabilities integrate seamlessly with Torizon, making it easy to deploy new software. Device monitoring provides instant feedback on performance and potential issues.

MindSphere®, the industry's leading IoT service provider, is a pioneer in industrial IoT. MindSphere uses advanced analytics and AI to power IoT solutions, from the edge to cloud, with data from connected products and plants. This allows for better operations, better products and new business models, and optimizes operations. MindSphere is built on the Mendix platform and empowers customers, partners, and the Siemens organization in order to quickly create and integrate customized IoT apps. Our experts are happy to answer any questions and help you get started using MindSphere. Connect assets and upload data into the cloud Real-time data collection, monitoring, and analysis. Use apps and solutions to solve real problems. Develop apps that increase your data's business value. Use an open environment for both development and operations.

Fuchsia, a new open-source operating system developed by Google, is currently in active development. Fuchsia is being built from the kernel to meet the demands of today's connected device ecosystem. Fuchsia continues to evolve rapidly, but the core principles and values that underpin the system have remained constant throughout the entire project. Fuchsia's core architectural principles guide its design and development. They are secure, updatable and inclusive. Fuchsia's design & development is guided by a core set of architectural principles: secure, updatable and inclusive. Fuchsia is an open-source community that welcomes contributions of high quality and well-tested. Fuchsia is still in development and there are no plans to create any frameworks. Fuchsia is constantly evolving to meet the needs of consumers, manufacturers, and developers.

TinyOS is an open-source, BSD-licensed operating platform designed for low-power wireless devices such as those used in sensor networks and ubiquitous computing, personal area networks (smart buildings), smart meters, and smart buildings. The operating system is used by a worldwide community of professionals and academics to develop and support it. It receives an average of 35,000 downloads per year. The transition to hosting at GitHub has been completed. This transition includes gradually retiring TinyOS development mailing list for bug tracking and issues to use the GitHub trackers. Many thanks to all the developers who are improving TinyOS and asking for pulls!

Definitive functions are the heart of extensible programming. Python supports keyword arguments, mandatory and optional arguments, as well as arbitrary argument lists. It doesn't matter if you are a beginner or an expert programmer, Python is easy to learn. Python is easy to learn, whether you are a beginner or an expert in other languages. These pages can be a helpful starting point to learn Python programming. The community hosts meetups and conferences to share code and much more. The documentation for Python will be helpful and the mailing lists will keep in touch. The Python Package Index (PyPI), hosts thousands of third-party Python modules. Both Python's standard library and the community-contributed modules allow for endless possibilities.

Huawei LiteOS, an IoT-oriented platform software platform, integrates an IoT operating systems and middleware. It is lightweight with a kernel size under 10 KB and consumes very little energy -- it can run on an average AA battery for up five years! It is also very secure and allows for quick startup. Huawei LiteOS is a powerful, yet simple software platform that allows developers to create their own applications. This reduces barriers to entry and speeds up time to market. Huawei LiteOS is an open-source API that provides a unified, unified interface that can be used in a variety of IoT domains such as smart homes, wearables and intelligent manufacturing. Huawei LiteOS enables IoT open ecosystem, allowing partners to rapidly develop IoT products and accelerate IoT innovation.

Designed for professionals and individuals to quickly and easily design and develop beautiful UIs. Exports platform-independent C/MicroPython code to LVGL that can be compiled on any vendor's device. Click the play button to instantly test out the UI without having to rebuild it in a pixel perfect preview. Create custom widgets from the built-in ones using styles, animations and events. SquareLine Studio exports C or MicroPython codes so you can use them on any platform. Wearable instruments, smart homes and home automation, automotive, medical devices and more. Even for 4K displays on kiosk devices or desktop applications that run on multiple platforms. SquareLine Studio allows you to build the UI using fully functional components, unlike other prototyping software. SquareLine Studio has flexible licenses that are available for all types of use cases. This includes personal use, startups and large companies.

Bodo's powerful parallel computing engine and powerful compute engine provide efficient execution and effective scaling, even for 10,000+ cores or PBs of data. Bodo makes it easier to develop and maintain data science, data engineering, and ML workloads using standard Python APIs such as Pandas. End-to-end compilation prevents frequent failures and catches errors before they reach production. With Python's simplicity, you can experiment faster with large datasets from your laptop. Produce production-ready code without having to refactor for scaling large infrastructure.

Mojo - a new language for AI developers. Mojo combines Python's usability with C's performance, unlocking AI hardware programmability and extensibility that is unmatched. Scale Python down to the metal. Programming low-level AI hardware. No C++ or Cuda required. With the most advanced compilers and runtimes, you can harness the full power of your hardware, including the multiple cores, vectors and exotic accelerators. You can achieve performance comparable to C++ and CUDA, without the complexity.

MicroAI Atom brings large infrastructure intelligence down to a single device or piece of equipment. MicroAI Atom can be installed directly on your smart devices and sensors. It works within the small environment of the device, generating real-time alerts and asset analytics. Atom provides real-time insights that optimize asset performance and enhance security oversight. Features that optimize asset health scores, productivity, and uptime. While small enough to fit on any microcontroller, it still performs optimal data ingestion or AI computing. Security protection to protect valuable assets and data from hackers and other cryptic technological attacks. Continuous monitoring of all asset data and associated workflows to protect your critical assets against cyber-attack, AI-driven approach for asset security.

Free script-based software to automate financial research, algorithmic trading and quantitative investing using deep learning algorithms. Zorro supports automated trade with options, stocks, futures and CFDs. It also supports Forex and cryptocurrencies. It provides a great deal of flexibility and features that are not available in consumer trading software. You can quickly get started with tutorials and video courses.

With a single keystroke, switch between editor and command modes. Use the arrow keys to navigate between cells. All the Jupyter shortcuts are available. Fully interactive outputs are available right under the cell. Editing code cells is easy with smart code completion, quick error checking and quick fixes, and easy navigation. You can connect to remote JupyterHub or JupyterLab servers from the IDE. Interactively run Python scripts and arbitrary expressions in a Python Console. You can see the outputs and the state variables in real time. Split Python scripts into code cells using the #%% separator, and run them individually in a Jupyter notebook. Interactive controls allow you to browse DataFrames or visualizations in real time. All popular Python scientific libraries, including Plotly and Altair, ipywidgets and others, are supported.

Wing Python IDE was built from the ground up to provide a better Python development experience. Wing will take care of the details, so you can type less. You can get immediate feedback by writing Python code interactively in the live Runtime. Navigate code and documentation easily. Wing's deep Python analysis will help you avoid common mistakes and quickly find the root cause. Smart refactoring and code quality checking will keep your code clean. Any Python code can be debugged. You can inspect debug data and use it to try out bug fixes without having to restart your app. You can work locally, remotely, on a VM, container, or host. Wingware's 21-year-old Python IDE experience will provide you with a more Pythonic development environment. Wing was built from the ground up in Python and is fully extensible with Python. You can be more productive.

With confidence, collaborate on prompts, monitor and evaluate LLM apps. Agenta is an integrated platform that allows teams to build robust LLM applications quickly. Create a playground where your team can experiment together. Comparing different prompts, embeddings, and models in a systematic way before going into production is key. Share a link with the rest of your team to get human feedback. Agenta is compatible with all frameworks, including Langchain, Lama Index and others. Model providers (OpenAI, Cohere, Huggingface, self-hosted, etc.). You can see the costs, latency and chain of calls for your LLM app. You can create simple LLM applications directly from the UI. If you want to create customized applications, then you will need to use Python to write the code. Agenta is model-agnostic, and works with any model provider or framework. Our SDK is currently only available in Python.

Cython, an optimizing static compiler, is available for both the Python programming languages and the extended Cython programming languages (based on Pyrex). It makes it as easy to write Python extensions using C. Cython combines the power of Python with C, allowing you to write Python code that calls back to C or C++ natively at any time. Static type declarations can be used to convert readable Python code into plain C performance. Combine source code level debugging to identify bugs in Python, Cython and C code. Large data sets can be interacted with efficiently, e.g. Multi-dimensional NumPy arrays. You can quickly build your applications in the mature, well-used CPython ecosystem. The Cython language, which is a superset Python language, supports calling C functions as well as declaring C types on variables or class attributes.

Get started free. The basic plan grants you access to machines that already have a complete Python environment installed. Without the need to install any software or manage your own server, you can create and host your website from your browser. Simply write your application. There is no need to set up or maintain a web server. Everything is ready to go. You can take your development environment with. You'll have everything you need if you have an Internet connection and a browser. PythonAnywhere is a fully-fledged Python environment that can be used by students and teachers. It allows you to focus on teaching and not worrying about installing. Need help with PythonAnywhere Get in touch with the development team to speak directly with them. Developers' help. We simplify a complex process so you can focus on creating innovative applications for your users.

HyperConnect is an enterprise-grade, open-source Internet-of-Things framework. It uses the Elastos Peer-to-Peer Carrier Network to route traffic between IoT devices. The modular architecture is a solid foundation for any industry in the Internet-of-Things. The Internet of Things is all about communication, data transfer, and storage. You can use visual contexts to help you understand data, recognize patterns, and obtain relevant metrics. With the built-in compiler, you can create, manage and validate Python scripts for low-level sensors. Real-time data collection from multiple inputs. Automatically generate meaningful information. Monitor and control multiple sensors and devices remotely or locally in a secure and simple way. The Graphical User Interface (GUI), allows maximum flexibility and minimal coding. Secure peer-to-peer communication is possible for the entire Internet-of-Things network. This allows you to own your data.

Many Python frameworks are capable of handling simple dashboards, but struggle with complex ones. This often leads to teams splitting into frontend and rearend roles, which can cause various challenges. Solara is a web framework that combines ReactJS with Python simplicity. It has a flexible API that allows for UI complexity and efficient state management. Solara is compatible with a variety of platforms, including Jupyter and Voila. It also supports a wide range of applications from dashboards to prototypes. It focuses on code quality, developer access, and robust testing.

The xAI PromptIDE integrates development for prompt engineering, interpretability research and other related tasks. It accelerates prompting engineering through an SDK which allows complex prompting techniques to be implemented and rich analytics to visualize the network's results. We use it heavily for our Grok continuous development. We developed PromptIDE in order to provide engineers and researchers with transparent access to Grok-1 - the model that powers Grok - to the community. The IDE was designed to empower users, and allow them to explore the capabilities of large language models at their own pace. The IDE's core is a Python editor that, when combined with a new SDK, allows for complex prompting techniques. Users can see useful analytics while executing prompts within the IDE. These include the precise tokenization of the prompt, sampling probabilities and alternative tokens. The IDE offers a number of features that enhance the quality of life. It automatically saves prompts.

Modern CI/CD system, open-source and on-premise, that is highly scalable, flexible, and focused on testing. Features: Flexible workflow planning with Starlark/Python - Testing and distributed building - various executors: bare metal, Docker, LXD - Highly scalable to thousands upon thousands of executors Advanced test results analysis - Integration with AWS EC2 & ECS, Azure VM, and autoscaling GitHub, GitLab, and Gitea support webhooks Email and Slack notifications