Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
ARM-Guide
ARM Guide
https://github.com/mikeroyal/ARM-Guide
- Checkout the PolarFire® FPGA Development Kits
- Checkout the Artix 7 FPGA Development board
- Checkout the Spartan 6 FPGA Development board
- Checkout the Zynq-7000 for ARM/FPGA SoC Development board
- FPGA(Field Programmable Gate Arrays)
- TinyFPGA - cost, [open source FPGA boards](https://github.com/tinyfpga) in a tiny form factor.
- SiFive FPGA shells
- FPGA & SoC Design Tools from Microsemi
- QuickLogic Embedded FPGA (eFPGA) Intellectual Property (IP) and Software
- FPGA for Beginners with Development Boards from Digilent®
- Hundreds of FPGA Projects on Instructables
- FPGA Fundamentals from NI(National Instruments)
- Getting Started With LabVIEW FPGA from NI(National Instruments)
- Programming and FPGA Basics - INTEL® FPGAS
- Intel FPGA Training Program
- FPGA Courses on Coursera
- FPGA Courses on Udemy
- FPGA Online Training Courses on LinkedIn Learning
- UMass Lowell's Graduate Certificate in Field Programmable Gate Arrays(FPGA)
- FPGA Design Fundamentals Course (UC San Diego Extension)
- FPGA II Course (UC San Diego Extension)
- FPGAs & SoCs Training from Microsemi
- DSP fundamentals for FPGAs course from MATLAB and Simulink Training
- Verilog Courses on Coursera
- LabVIEW FPGA - on for LabVIEW that you can use to more efficiently and effectively design FPGA-based systems through a highly integrated development environment, IP libraries, a high-fidelity simulator, and debugging features.
- Apio - built packages, project configuration tools and easy command interface to verify, synthesize, simulate and upload your verilog designs.
- IceStorm
- Icestudio
- FuseSoC - winning package manager and a set of build tools for HDL (Hardware Description Language) code and FPGA/ASIC development.
- OpenWiFi - source IEEE802.11/Wi-Fi baseband chip/FPGA design.
- PipeCNN - based FPGA Accelerator for Large-Scale Convolutional Neural Networks (CNNs). Currently, there is a growing trend among developers in the FPGA community to utilize High Level Synthesis (HLS) tools to design and implement customized circuits on FPGAs.
- Verilator - source SystemVerilog simulator and lint system.
- Verilog to Routing(VTR) - source framework for conducting FPGA architecture and CAD Research & Development. The VTR design flow takes as input a Verilog description of a digital circuit, and a description of the target FPGA architecture.
- PlatformIO - in. It provides support for multiplatforms and frameworks such as IoT, Arduino, CMSIS, ESP-IDF, FreeRTOS, libOpenCM3, mbed OS, Pulp OS, SPL, STM32Cube, Zephyr RTOS, ARM, AVR, Espressif (ESP8266/ESP32), FPGA, MCS-51 (8051), MSP430, Nordic (nRF51/nRF52), NXP i.MX RT, PIC32, RISC-V.
- PlatformIO for VSCode
- Tock - M and RISC-V based embedded platforms. Tock's design centers around protection, both from potentially malicious applications and from device drivers.
- OpenTimer - Performance Timing Analysis Tool for VLSI Systems.
- LLVM - end(parser and lexer) and a back-end (code that converts LLVM's representation to actual machine code).
- TinyGo - line tools.
- Chipyard - based systems-on-chip. It will allow you to leverage the Chisel HDL, Rocket Chip SoC generator, and other [Berkeley](https://berkeley.edu/) projects to produce a RISC-V SoC with everything from MMIO-mapped peripherals to custom accelerators.
- The Eclipse Embedded CDT - ins for Arm & RISC-V C/C++ developers.
- Unicorn - platform, multi-architecture CPU emulator framework(ARM, AArch64, M68K, Mips, Sparc, X86) based on [QEMU](https://www.qemu.org/).
- Keystone - platform, multi-architecture(Arm, Arm64, Hexagon, Mips, PowerPC, Sparc, SystemZ & X86) assembler framework.
- Reko
- Renode
- Diosix - metal hypervisor written in Rust for RISC-V.
- Verilog
- SystemVerilog
- Verilog Book Shelf
- Verilog HDL Basics training from Intel
- SystemVerilog for Design and Verification
- Verilog HDL Programming Courses on Udemy
- Top Verilog Programming Courses on Coursera
- Verilog course for Engineers on Technobyte
- Verilog Tutorials and Courses on hackr.io
- Designing With Verilog Certification from the Xilinx Learning Center
- Learning Verilog for FPGA Development on LinkedIn Learning
- SystemVerilog tutorial on ChipVerify
- Apio - built packages, project configuration tools and easy command interface to verify, synthesize, simulate and upload your verilog designs.
- IceStorm
- Icestudio
- EDA Playground
- PlatformIO - in. It provides support for multiplatforms and frameworks such as IoT, Arduino, CMSIS, ESP-IDF, FreeRTOS, libOpenCM3, mbed OS, Pulp OS, SPL, STM32Cube, Zephyr RTOS, ARM, AVR, Espressif (ESP8266/ESP32), FPGA, MCS-51 (8051), MSP430, Nordic (nRF51/nRF52), NXP i.MX RT, PIC32, RISC-V.
- PlatformIO for VSCode
- Chisel - lang.org/) programming language, providing designers with the power of a modern programming language to write complex, parameterizable circuit generators that produce synthesizable Verilog.
- Clash compiler - level descriptions to low-level synthesizable VHDL, Verilog, or SystemVerilog.
- Verilator - source SystemVerilog simulator and lint system.
- Verilog to Routing(VTR) - source framework for conducting FPGA architecture and CAD Research & Development. The VTR design flow takes as input a Verilog description of a digital circuit, and a description of the target FPGA architecture.
- Cascade - In-Time Compiler for Verilog from VMware Research. Cascade executes code immediately in a software simulator, and performs compilation in the background. When compilation is finished, the code is moved into hardware, and from the user’s perspective it simply gets faster over time.
- OpenTimer - Performance Timing Analysis Tool for VLSI Systems.
- C++ - platform language that can be used to build high-performance applications developed by Bjarne Stroustrup, as an extension to the C language.
- C - purpose, high-level language that was originally developed by Dennis M. Ritchie to develop the UNIX operating system at Bell Labs. It supports structured programming, lexical variable scope, and recursion, with a static type system. C also provides constructs that map efficiently to typical machine instructions, which makes it one was of the most widely used programming languages today.
- Embedded C - committee) to address issues that exist between C extensions for different [embedded systems](https://en.wikipedia.org/wiki/Embedded_system). The extensions hep enhance microprocessor features such as fixed-point arithmetic, multiple distinct memory banks, and basic I/O operations. This makes Embedded C the most popular embedded software language in the world.
- C & C++ Developer Tools from JetBrains
- Open source C++ libraries on cppreference.com
- C++ Graphics libraries
- C++ Libraries in MATLAB
- C++ Tools and Libraries Articles
- Google C++ Style Guide
- Introduction C++ Education course on Google Developers
- C++ style guide for Fuchsia
- C and C++ Coding Style Guide by OpenTitan
- Chromium C++ Style Guide
- C++ Core Guidelines
- C++ Style Guide for ROS
- Learn C++
- Learn C : An Interactive C Tutorial
- C++ Institute
- C++ Online Training Courses on LinkedIn Learning
- C++ Tutorials on W3Schools
- Learn C Programming Online Courses on edX
- Learn C++ with Online Courses on edX
- Learn C++ on Codecademy
- Coding for Everyone: C and C++ course on Coursera
- C++ For C Programmers on Coursera
- Top C Courses on Coursera
- C++ Online Courses on Udemy
- Top C Courses on Udemy
- Basics of Embedded C Programming for Beginners on Udemy
- C++ For Programmers Course on Udacity
- C++ Fundamentals Course on Pluralsight
- Introduction to C++ on MIT Free Online Course Materials
- Introduction to C++ for Programmers | Harvard
- Online C Courses | Harvard University
- Visual Studio - rich application that can be used for many aspects of software development. Visual Studio makes it easy to edit, debug, build, and publish your app. By using Microsoft software development platforms such as Windows API, Windows Forms, Windows Presentation Foundation, and Windows Store.
- Visual Studio Code
- Vcpkg
- ReSharper C++
- AppCode - fixes to resolve them automatically. AppCode provides lots of code inspections for Objective-C, Swift, C/C++, and a number of code inspections for other supported languages. All code inspections are run on the fly.
- CLion - platform IDE for C and C++ developers developed by JetBrains.
- Code::Blocks
- CppSharp
- Conan
- High Performance Computing (HPC) SDK
- Thrust - level interface greatly enhances programmer productivity while enabling performance portability between GPUs and multicore CPUs. Interoperability with established technologies such as CUDA, TBB, and OpenMP integrates with existing software.
- Boost - edge C++. Boost has been a participant in the annual Google Summer of Code since 2007, in which students develop their skills by working on Boost Library development.
- Automake
- Cmake - source, cross-platform family of tools designed to build, test and package software. CMake is used to control the software compilation process using simple platform and compiler independent configuration files, and generate native makefiles and workspaces that can be used in the compiler environment of your choice.
- GDB
- GCC - C, Fortran, Ada, Go, and D, as well as libraries for these languages.
- GSL - squares fitting. There are over 1000 functions in total with an extensive test suite.
- OpenGL Extension Wrangler Library (GLEW) - platform open-source C/C++ extension loading library. GLEW provides efficient run-time mechanisms for determining which OpenGL extensions are supported on the target platform.
- Libtool
- Maven
- TAU (Tuning And Analysis Utilities) - based sampling. All C++ language features are supported including templates and namespaces.
- Clang - C, C++ and Objective-C++ compiler when targeting X86-32, X86-64, and ARM (other targets may have caveats, but are usually easy to fix). Clang is used in production to build performance-critical software like Google Chrome or Firefox.
- OpenCV - time applications. Cross-Platform C++, Python and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
- Libcu++
- ANTLR (ANother Tool for Language Recognition)
- Oat++ - efficient web application. It's zero-dependency and easy-portable.
- JavaCPP
- Cython
- Spdlog - only/compiled, C++ logging library.
- Infer - C, and C. Infer is written in [OCaml](https://ocaml.org/).
- Java
- The Eclipse Foundation
- Getting Started with Java
- Oracle Java certifications from Oracle University
- Google Developers Training
- Google Developers Certification
- Java Tutorial by W3Schools
- Getting Started with Java in Visual Studio Code
- Google Java Style Guide
- AOSP Java Code Style for Contributors
- Chromium Java style guide
- Get Started with OR-Tools for Java
- Getting started with Java Tool Installer task for Azure Pipelines
- Gradle User Manual
- Java SE
- JDK Development Tools
- Android Studio
- IntelliJ IDEA
- NetBeans
- Java Design Patterns
- Elasticsearch
- RxJava - based programs by using observable sequences. It extends the [observer pattern](http://en.wikipedia.org/wiki/Observer_pattern) to support sequences of data/events and adds operators that allow you to compose sequences together declaratively while abstracting away concerns about things like low-level threading, synchronization, thread-safety and concurrent data structures.
- Guava
- okhttp
- Retrofit - safe HTTP client for Android and Java develped by Square.
- LeakCanary
- Apache Spark - scale data processing. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for data analysis. It also supports a rich set of higher-level tools including Spark SQL for SQL and DataFrames, MLlib for machine learning, GraphX for graph processing, and Structured Streaming for stream processing.
- Apache Flink - and batch-processing capabilities with elegant and fluent APIs in Java and Scala.
- Fastjson
- libGDX - platform Java game development framework based on OpenGL (ES) that works on Windows, Linux, Mac OS X, Android, your WebGL enabled browser and iOS.
- Jenkins - source automation server. Built with Java, it provides over 1700 [plugins](https://plugins.jenkins.io/) to support automating virtually anything, so that humans can actually spend their time doing things machines cannot.
- DBeaver - platform database tool for developers, SQL programmers, database administrators and analysts. Supports any database which has JDBC driver (which basically means - ANY database). EE version also supports non-JDBC datasources (MongoDB, Cassandra, Redis, DynamoDB, etc).
- Redisson - Memory Data Grid. Over 50 Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Publish / Subscribe, Bloom filter, Spring Cache, Tomcat, Scheduler, JCache API, Hibernate, MyBatis, RPC, and local cache.
- GraalVM - based languages like Java, Scala, Clojure, Kotlin, and LLVM-based languages such as C and C++.
- Gradle - language software development. From mobile apps to microservices, from small startups to big enterprises, Gradle helps teams build, automate and deliver better software, faster. Write in Java, C++, Python or your language of choice.
- Apache Groovy - typing and static compilation capabilities, for the Java platform aimed at improving developer productivity thanks to a concise, familiar and easy to learn syntax. It integrates smoothly with any Java program, and immediately delivers to your application powerful features, including scripting capabilities, Domain-Specific Language authoring, runtime and compile-time meta-programming and functional programming.
- JaCoCo
- Apache JMeter
- Junit
- Mockito
- SpotBugs
- SpringBoot - powered, production-grade applications and services with absolute minimum fuss. It takes an opinionated view of the Spring platform so that new and existing users can quickly get to the bits they need.
- YourKit
- Open Stack - as-a-service (IaaS) to orchestrate data center operations on bare metal, private cloud hardware, public cloud resources, or both (hybrid/multi-cloud architecture). OpenStack includes advance use of virtualization & SDN for network traffic optimization to handle the core cloud-computing services of compute, networking, storage, identity, and image services.
- StarlingX - low latency use cases.
- Airship
- Network functions virtualization (NFV)
- Software Defined Networking (SDN) - based controllers or application programming interfaces (APIs) to communicate with underlying hardware infrastructure and direct traffic on a network. This model differs from that of traditional networks, which use dedicated hardware devices (routers and switches) to control network traffic.
- Virtualized Infrastructure Manager (VIM)
- Management and Orchestration(MANO) - hosted initiative to develop an Open Source NFV Management and Orchestration (MANO) software stack aligned with ETSI NFV. Two of the key components of the ETSI NFV architectural framework are the NFV Orchestrator and VNF Manager, known as NFV MANO.
- Magma - effective and extensible carrier-grade networks. Magma is 3GPP generation (2G, 3G, 4G or upcoming 5G networks) and access network agnostic (cellular or WiFi). It can flexibly support a radio access network with minimal development and deployment effort.
- OpenRAN - vendor deployments.
- Open vSwitch(OVS)
- Edge
- Multi-access edge computing (MEC) - parties across multi-vendor Multi-access Edge Computing platforms.
- Virtualized network functions(VNFs)
- Cloud-Native Network Functions(CNF)
- Physical Network Function(PNF)
- Network functions virtualization infrastructure(NFVI)
- Python - level programming language. Python is used heavily in the fields of Data Science and Machine Learning.
- Python Developer’s Guide
- Azure Functions Python developer guide - us/azure/azure-functions/functions-reference).
- CheckiO
- Python Institute
- PCEP – Certified Entry-Level Python Programmer certification
- PCAP – Certified Associate in Python Programming certification
- PCPP – Certified Professional in Python Programming 1 certification
- PCPP – Certified Professional in Python Programming 2
- MTA: Introduction to Programming Using Python Certification
- Getting Started with Python in Visual Studio Code
- Google's Python Style Guide
- Google's Python Education Class
- Real Python
- The Python Open Source Computer Science Degree by Forrest Knight
- Intro to Python for Data Science
- Intro to Python by W3schools
- Codecademy's Python 3 course
- Learn Python with Online Courses and Classes from edX
- Python Courses Online from Coursera
- Python Package Index (PyPI)
- PyCharm
- Python Tools for Visual Studio(PTVS)
- Pylance
- Pyright
- Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
- Flask
- Web2py - source web application framework written in Python allowing allows web developers to program dynamic web content. One web2py instance can run multiple web sites using different databases.
- AWS Chalice
- Tornado - blocking network I/O, which can scale to tens of thousands of open connections.
- HTTPie
- Scrapy - level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing.
- Sentry
- Pipenv
- Python Fire
- Bottle - framework for Python. It is distributed as a single file module and has no dependencies other than the [Python Standard Library](https://docs.python.org/library/).
- CherryPy - oriented HTTP web framework.
- Sanic
- Pyramid - world web application development and deployment more fun and more productive.
- TurboGears
- Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
- Neural Network Intelligence(NNI)
- Dash
- Luigi - in.
- Locust
- spaCy
- NumPy
- Pillow
- IPython
- GraphLab Create - scale, high-performance machine learning models.
- Pandas
- PuLP
- Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
- Scikit-Learn
- Rust - paradigm programming language focused on performance and safety. Rust has a comparable amount of runtime to C and C++, and has set up its standard library to be amenable towards OS development. Specifically, the standard library is split into two parts: core and std. Core is the lowest-level aspects only, and doesn't include things like allocation, threading, and other higher-level features.
- The Rust Language Reference
- The Rust Programming Language Book
- Learning Rust
- Why AWS loves Rust
- Rust Programming courses on Udemy
- Safety in Systems Programming with Rust at Standford by Ryan Eberhardt
- WebAssembly meets Kubernetes with Krustlet using Rust
- Microsoft's Project Verona
- Cargo
- Crater
- VSCode-Rust - either by the official Rust Language Server (RLS) or rust-analyzer, depending on the user's preference. If you don't have it installed, the extension will install it for you (with permission). This extension is built and maintained by the Rust IDEs and editors team with the focus on providing a stable, high quality extension that makes the best use of the respective language server.
- Apache Arrow - memory analytics. It contains a set of technologies that enable big data systems to process and move data fast. Arrow's libraries are available for C, C++, C#, Go, Java, JavaScript, MATLAB, Python, R, Ruby, and Rust.
- Wasmer - integrations).
- Firecracker - built for creating and managing secure, multi-tenant container and function-based services that provide serverless operational models. Firecracker runs workloads in lightweight virtual machines, called microVMs, which combine the security and isolation properties provided by hardware virtualization technology with the speed and flexibility of containers. Firecracker has also been integrated in container runtimes, for example [Kata Containers](https://github.com/kata-containers/documentation/wiki/Initial-release-of-Kata-Containers-with-Firecracker-support) and [Weaveworks Ignite](https://github.com/weaveworks/ignite).
- Tokio - driven, non-blocking I/O platform for writing asynchronous applications with the Rust programming language.
- TiKV - source distributed transactional key-value database that also provides classical key-vlue APIs, but also transactional APIs with ACID compliance.
- Sonic - less search backend similar to Elasticsearch in some use-cases.
- Hyper
- Rocket
- Clippy
- Servo
- Vector - performance, end-to-end (agent & aggregator) observability data platform that puts the user in control of their observability data.
- RustPython
- Miri - level intermediate representation. It can run binaries and test suites of cargo projects and detect certain classes of undefined behavior. Miri will alsowill also tell you about memory leaks: when there is memory still allocated at the end of the execution, and that memory is not reachable from a global static, Miri will raise an error.
- Chalk - like logic solver.
- stdarch - specific APIs and run-time feature detection.
- Simpleinfra
- Rustlings
- Krustlet - and-toleration/). The project is currently experimental.
- Redox - like Operating System written in Rust, aiming to bring the innovations of Rust to a modern microkernel and full set of applications. Acitvely being developed by [Jeremy Soeller](https://gitlab.redox-os.org/jackpot51).
- Bottlerocket OS - source Linux-based operating system meant for hosting containers. Bottlerocket focuses on security and maintainability, providing a reliable, consistent, and safe platform for container-based workloads.
- Tock - M and RISC-V based embedded platforms. Tock's design centers around protection, both from potentially malicious applications and from device drivers. Tock uses two mechanisms to protect different components of the operating system. First, the kernel and device drivers are written in Rust, a systems programming language that provides compile-time memory safety, type safety and strict aliasing. Tock uses Rust to protect the kernel (the scheduler and hardware abstraction layer) from platform specific device drivers as well as isolate device drivers from each other. Second, Tock uses memory protection units to isolate applications from each other and the kernel.
- Rust on Chrome OS
- Writing an OS in Rust - opp).
- Kubernetes (K8s) - source system for automating deployment, scaling, and management of containerized applications.
- Kubernetes.io
- Google Kubernetes Engine (GKE) - ready environment for running containerized applications.
- Azure Kubernetes Service (AKS) - grade security and governance. Unite your development and operations teams on a single platform to rapidly build, deliver, and scale applications with confidence.
- Amazon EKS
- AWS Controllers for Kubernetes (ACK) - available Kubernetes applications that utilize AWS services.
- Container Engine for Kubernetes (OKE) - managed container orchestration service that can reduce the time and cost to build modern cloud native applications. Unlike most other vendors, Oracle Cloud Infrastructure provides Container Engine for Kubernetes as a free service that runs on higher-performance, lower-cost compute.
- Anthos - premises environments.
- Red Hat Openshift - premises, hybrid, and multicloud deployments.
- OKD - tenant deployment. OKD adds developer and operations-centric tools on top of Kubernetes to enable rapid application development, easy deployment and scaling, and long-term lifecycle maintenance for small and large teams.
- Odo
- Kata Operator
- Thanos
- OpenShift Hive
- Rook - managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management.
- VMware Tanzu
- Kubespray - sigs/kubespray/blob/master/docs/aws.md), GCE, [Azure](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/azure.md), [OpenStack](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/openstack.md), [vSphere](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/vsphere.md), [Packet](https://github.com/kubernetes-sigs/kubespray/blob/master/docs/packet.md) (bare metal), Oracle Cloud Infrastructure (Experimental), or Baremetal.
- KubeInit
- Rancher
- K3s - constrained, remote locations or inside IoT appliances.
- Helm
- Knative - based platform to build, deploy, and manage modern serverless workloads. Knative takes care of the operational overhead details of networking, autoscaling (even to zero), and revision tracking.
- KubeFlow
- Etcd - value store that provides a reliable way to store data that needs to be accessed by a distributed system or cluster of machines. Etcd is used as the backend for service discovery and stores cluster state and configuration for Kubernetes.
- OpenEBS - based tool to create stateful applications using Container Attached Storage.
- Container Storage Interface (CSI) - in.
- MicroK8s - the-air updates for ultra-reliable operations. It is supported on Linux, Windows, and MacOS.
- Charmed Kubernetes - key, conformant Kubernetes platform, optimized for your multi-cloud environments developed by Canonical.
- Grafana Kubernetes App
- KubeEdge
- Lens
- kind
- Flux CD
- Getting Kubernetes Certifications
- Getting started with Kubernetes on AWS
- Kubernetes on Microsoft Azure
- Intro to Azure Kubernetes Service
- Getting started with Google Cloud
- Getting started with Kubernetes on Red Hat
- Getting started with Kubernetes on IBM
- YAML basics in Kubernetes
- Elastic Cloud on Kubernetes
- Docker and Kubernetes
- Deploy a model to an Azure Kubernetes Service cluster
- Simplify Machine Learning Inference on Kubernetes with Amazon SageMaker Operators
- Running Apache Spark on Kubernetes
- Kubernetes Across VMware vRealize Automation
- VMware Tanzu Kubernetes Grid
- All the Ways VMware Tanzu Works with AWS
- VMware Tanzu Education
- Using Ansible in a Cloud-Native Kubernetes Environment
- Managing Kubernetes (K8s) objects with Ansible
- Setting up a Kubernetes cluster using Vagrant and Ansible
- Running MongoDB with Kubernetes
- Kubernetes Fluentd
- Understanding the new GitLab Kubernetes Agent
- Kubernetes Contributors
- KubeAcademy from VMware
- TensorFlow Lite - device machine learning inference with low latency and a small binary size.
- PyTorch
- Amazon SageMaker
- Azure Databricks - based big data analytics service designed for data science and data engineering. Azure Databricks, sets up your Apache Spark environment in minutes, autoscale, and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java, and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch, and scikit-learn.
- Microsoft Cognitive Toolkit (CNTK) - source toolkit for commercial-grade distributed deep learning. It describes neural networks as a series of computational steps via a directed graph. CNTK allows the user to easily realize and combine popular model types such as feed-forward DNNs, convolutional neural networks (CNNs) and recurrent neural networks (RNNs/LSTMs). CNTK implements stochastic gradient descent (SGD, error backpropagation) learning with automatic differentiation and parallelization across multiple GPUs and servers.
- Apache Airflow - source workflow management platform created by the community to programmatically author, schedule and monitor workflows. Install. Principles. Scalable. Airflow has a modular architecture and uses a message queue to orchestrate an arbitrary number of workers. Airflow is ready to scale to infinity.
- Open Neural Network Exchange(ONNX) - in operators and standard data types.
- Apache MXNet
- AutoGluon - accuracy deep learning models on tabular, image, and text data.
- Anaconda
- PlaidML
- OpenCV - time computer vision applications. The C++, Python, and Java interfaces support Linux, MacOS, Windows, iOS, and Android.
- Scikit-Learn
- Weka - in tools for standard machine learning tasks, and additionally gives transparent access to well-known toolboxes such as scikit-learn, R, and Deeplearning4j.
- Theano - dimensional arrays efficiently including tight integration with NumPy.
- nGraph - of-use to AI developers.
- Jupyter Notebook - source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Jupyter is used widely in industries that do data cleaning and transformation, numerical simulation, statistical modeling, data visualization, data science, and machine learning.
- Machine Learning by Stanford University from Coursera
- Machine Learning Courses Online from Coursera
- Machine Learning Courses Online from Udemy
- Learn Machine Learning with Online Courses and Classes from edX
- ROS - level device control, implementation of commonly used functionality, message-passing between processes, and package management.
- ROS2 - of-the-art algorithms, and with powerful developer tools, ROS has what you need for your next robotics project. And it’s all open source.
- Robot Framework - readable keywords. Its capabilities can be extended by libraries implemented with Python or Java.
- The Robotics Library (RL) - contained C++ library for robot kinematics, motion planning and control. It covers mathematics, kinematics and dynamics, hardware abstraction, motion planning, collision detection, and visualization.RL runs on many different systems, including Linux, macOS, and Windows. It uses CMake as a build system and can be compiled with Clang, GCC, and Visual Studio.
- MoveIt - to-use robotics platform for developing advanced applications, evaluating new designs and building integrated products for industrial, commercial, R&D, and other domains.
- AutoGluon - to-machine-learning) that automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on tabular, image, and text data.
- Gazebo - quality graphics, and programmatic and graphical interfaces.
- Robotics System Toolbox
- Intel Robot DevKit
- Arduino - source platform used for building electronics projects. Arduino consists of both a physical programmable circuit board (often referred to as a microcontroller) and a piece of software, or IDE (Integrated Development Environment) that runs on your computer, used to write and upload computer code to the physical board.
- ArduPilot
- AirSim - source, cross platform, and supports hardware-in-loop with popular flight controllers such as PX4 for physically and visually realistic simulations.
- F´ (F Prime) - driven framework that enables rapid development and deployment of spaceflight and other embedded software applications. Originally developed at the Jet Propulsion Laboratory, F´ has been successfully deployed on several space applications.
- The JPL Open Source Rover
- Light Detection and Ranging(LiDAR) - driving vehicles.
- AliceVision - of-the-art computer vision algorithms that can be tested, analyzed and reused. The project is a result of collaboration between academia and industry to provide cutting-edge algorithms with the robustness and the quality required for production usage.
- CARLA - source simulator for autonomous driving research. CARLA has been developed from the ground up to support development, training, and validation of autonomous driving systems. In addition to open-source code and protocols, CARLA provides open digital assets (urban layouts, buildings, vehicles) that were created for this purpose and can be used freely. The simulation platform supports flexible specification of sensor suites and environmental conditions.
- ROS bridge
- ROS-Industrial
- AWS RoboMaker - managed, scalable infrastructure for simulation that customers use for multi-robot simulation and CI/CD integration with regression testing in simulation.
- Microsoft Robotics Developer Studio - based programming environment for building robotics applications.
- Visual Studio Code Extension for ROS
- Azure Kinect ROS Driver - us/services/kinect-dk/) to the [Robot Operating System (ROS)](http://www.ros.org/). Developers working with ROS can use this node to connect an Azure Kinect Developer Kit to an existing ROS installation.
- Azure IoT Hub for ROS
- ROS 2 with ONNX Runtime
- Azure Cognitive Services LUIS ROS Node
- Robotics courses from Coursera
- Learn Robotics with Online Courses and Classes from edX
- Top Robotics Courses Online from Udemy
- Free Online AI & Robotics Courses
- REC Foundation Robotics Industry Certification
- Carnegie Mellon Robotics Academy
- RIA Robotic Integrator Certification Program
- AWS RoboMaker – Develop, Test, Deploy, and Manage Intelligent Robotics Apps
- Microsoft AI School
- Language Understanding (LUIS) for Azure Cognitive Services
- Azure VM templates to bootstrap ROS and ROS 2 environments
- Google Robotics Research
- VMware
- VMware
- HPE(Hewlett Packard Enterprise) Telco Blueprints overview
- Network Functions Virtualization Infrastructure (NFVI) by Cisco
- Introduction to vCloud NFV Telco Edge from VMware
- VMware Telco Cloud Automation(TCA) Architecture Overview
- 5G Telco Cloud from VMware
- Maturing OpenStack Together To Solve Telco Needs from Red Hat
- Red Hat telco ecosystem program
- OpenStack for Telcos by Canonical
- Open source NFV platform for 5G from Ubuntu
- Understanding 5G Technology from Verizon
- Verizon and Unity partner to enable 5G & MEC gaming and enterprise applications
- Understanding 5G Technology from Intel
- Understanding 5G Technology from Qualcomm
- Telco Acceleration with Xilinx
- VIMs on OSM Public Wiki
- Amazon EC2 Overview and Networking Introduction for Telecom Companies
- Citrix Certified Associate – Networking(CCA-N)
- Citrix Certified Professional – Virtualization(CCP-V)
- CCNP Routing and Switching
- Certified Information Security Manager(CISM)
- Wireshark Certified Network Analyst (WCNA)
- Juniper Networks Certification Program Enterprise (JNCP)
- Cloud Native Computing Foundation Training and Certification Program
- Open Container Initiative
- Kubernetes - source container-orchestration system for automating application deployment, scaling, and management. It was originally designed by Google, and is now maintained by the Cloud Native Computing Foundation.
- Google Kubernetes Engine (GKE) - ready environment for deploying containerized applications.
- OpenShift - term, enterprise support from one of the leading Kubernetes contributors and open source software companies.
- Rancher
- Docker - level virtualization to deliver software in packages called containers. Containers are isolated from one another and bundle their own software, libraries and configuration files; they can communicate with each other through well-defined channels. All containers are run by a single operating-system kernel and are thus more lightweight than virtual machines.
- Rook - native storage orchestrator for Kubernetes that turns distributed storage systems into self-managing, self-scaling, self-healing storage services. It automates the tasks of a storage administrator: deployment, bootstrapping, configuration, provisioning, scaling, upgrading, migration, disaster recovery, monitoring, and resource management.
- Rkt - native container engine for Linux. It is composable, secure, and built on standards.
- Open Container Initiative
- Buildah
- Podman
- Containerd - level storage to network attachments and beyond. It is available for Linux and Windows.
- Containerd.io
- AWS Certified Security - Specialty Certification
- Microsoft Certified: Azure Security Engineer Associate
- Google Cloud Certified Professional Cloud Security Engineer
- Cisco Security Certifications
- The Red Hat Certified Specialist in Security: Linux
- Linux Professional Institute LPIC-3 Enterprise Security Certification
- Cybersecurity Training and Courses from IBM Skills
- Cybersecurity Courses and Certifications by Offensive Security
- Citrix Certified Associate – Networking(CCA-N)
- Citrix Certified Professional – Virtualization(CCP-V)
- CCNP Routing and Switching
- Certified Information Security Manager(CISM)
- Wireshark Certified Network Analyst (WCNA)
- Juniper Networks Certification Program Enterprise (JNCP)
- Networking courses and specializations from Coursera
- Network & Security Courses from Udemy
- Network & Security Courses from edX
- JSON Web Token (JWT) - safe means of representing claims to be transferred between two parties. The claims in a JWT are encoded as a JSON object that is digitally signed using JSON Web Signature (JWS).
- OAuth 2.0 - party applications to access the user account.
- KVM (for Kernel-based Virtual Machine) - V). It consists of a loadable kernel module, kvm.ko, that provides the core virtualization infrastructure and a processor specific module, kvm-intel.ko or kvm-amd.ko.
- QEMU
- Hyper-V
- VirtManager
- oVirt - source distributed virtualization solution, designed to manage your entire enterprise infrastructure. oVirt uses the trusted KVM hypervisor and is built upon several other community projects, including libvirt, Gluster, PatternFly, and Ansible.Founded by Red Hat as a community project on which Red Hat Enterprise Virtualization is based allowing for centralized management of virtual machines, compute, storage and networking resources, from an easy-to-use web-based front-end with platform independent access.
- Xen
- Ganeti
- Packer
- Vagrant - to-use workflow and focus on automation, Vagrant lowers development environment setup time, increases production parity, and makes the "works on my machine" excuse a relic of the past. It provides easy to configure, reproducible, and portable work environments built on top of industry-standard technology and controlled by a single consistent workflow to help maximize the productivity and flexibility of you and your team.
- Creative Commons Attribution 4.0 International (CC BY 4.0) Public License
Keywords
python
14
rust
11
java
7
deep-learning
5
cpp
5
ros
5
fpga
4
arm
4
verilog
4
framework
4
c
3
neural-network
3
reverse-engineering
3
android
3
hardware
3
x86-64
3
x86
3
package-manager
3
sparc
2
security
2
systemz
2
artificial-intelligence
2
powerpc
2
mips
2
m68k
2
ai
2
performance
2
computer-vision
2
dotnet
2
cplusplus
2
visual-studio
2
kotlin
2
robotics
2
c-plus-plus
2
kubernetes
2
k8s
2
cpp11
2
cpp17
2
compiler
2
web-framework
2
linux
2
hls
2
cli
2
pytorch
2
tensorflow
2
machine-learning
2
data-science
2
deep-neural-networks
2
http
2
arm64
2