Open Source Unix Shell Frameworks

Gin Config is a lightweight and flexible configuration framework for Python built around dependency injection. It enables developers to manage complex parameter hierarchies—particularly common in machine learning experiments—without relying on boilerplate configuration classes or protos. By decorating functions and classes with @gin.configurable, Gin allows their parameters to be overridden using simple configuration files (.gin) or command-line bindings. Users can define default parameter values, scoped configurations, and modular references to functions, classes, or instances, resulting in highly composable and dynamic experiment setups. Gin is particularly popular in TensorFlow and PyTorch projects, where researchers and developers need to tune numerous interdependent parameters across models, datasets, optimizers, and training pipelines.

Powerful menu-driven configuration tool along with stock Debian utilities. BASH shell and lightweight XFCE-based desktop. Standard boot, config, and update methods with minimal user-space footprint. Special config utilities are optional. A distributed image is compressed to its real data size which starts below 1G. Login is possible via serial, HDMI/VGA or SSH. Boot loader and kernel optimizations, memory caching, ZRAM swap, and video acceleration where applicable. Images are made fully automatized from sources. Releases are PGP signed and code is regularly inspected by the community. Long-term support, quick security fixes, documentation and community-based end-user support. Make sure you have a good & reliable SD card and a proper power supply. Insert SD card into a slot and power the board. The first boot takes up to 30 seconds with an average SD Card and on the cheapest board.

RefineNet is a MATLAB-based framework for semantic image segmentation and general dense prediction tasks. It implements the architecture presented in the CVPR 2017 paper RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation and its extended version published in TPAMI 2019. The framework uses multi-path refinement and improved residual pooling to achieve high-quality segmentation results across multiple benchmark datasets. It provides trained models for datasets such as PASCAL VOC 2012, Cityscapes, NYUDv2, Person_Parts, PASCAL_Context, SUNRGBD, and ADE20k, with versions based on ResNet-101 and ResNet-152 backbones. The repository supports both single-scale and multi-scale prediction, with scripts for training, testing, and evaluating segmentation performance. While this codebase is specific to MATLAB and MatConvNet, a PyTorch implementation and lighter-weight variants are also available from the community.

Blueprint Framework is an open-source extension framework for Pterodactyl, a popular game server management panel. It enables developers to create versatile, easy-to-install extensions that system administrators can deploy within minutes, without the need for custom coding across multiple panel modifications. Blueprint aims to provide a powerful, fast, and developer-friendly environment for building and managing extensions, offering comprehensive documentation, developer commands, and community support. ​

This is the dotnet/core repository and is a good starting point for .NET Core, an open source general-purpose development framework for building cross-platform apps. .NET Core lets you create apps for Windows, macOS or Linux, as well as ARM64 processors using various programming languages. It provides frameworks and APIs for cloud, client UI, IoT, and machine learning. The latest major release (as of this writing) is .NET Core 3.1. You must be on the latest patch release in order to get support from Microsoft.

Caffe2 is a lightweight, modular, and scalable deep learning framework. Building on the original Caffe, Caffe2 is designed with expression, speed, and modularity in mind. Caffe2 is a deep learning framework that provides an easy and straightforward way for you to experiment with deep learning and leverage community contributions of new models and algorithms. You can bring your creations to scale using the power of GPUs in the cloud or to the masses on mobile with Caffe2’s cross-platform libraries. Modularity and being designed for both scale and mobile deployments are the high-level answers to the first question. In many ways Caffe2 is an un-framework because it is so flexible and modular. The original Caffe framework was useful for large-scale product use cases, especially with its unparalleled performance and well tested C++ codebase. Caffe has some design choices that are inherited from its original use case: conventional CNN applications.

DreamFactory can run on private, public, or hybrid cloud infrastructure. DreamFactory is easy to deploy with Docker, Kubernetes, or directly from GitHub using our automated installers. Eliminate the biggest bottleneck in modern IT. Launch your project in weeks rather than months. DreamFactory instantly creates a secure, standardized, reusable, fully documented, and live REST API. Connect Salesforce to SQL Server, or your ERP to AWS S3. Transform and mask data along the way. Create reports, analytics, and alerts. Empower teams to retrieve and distribute data on demand. Secure every API endpoint behind Active Directory, OAuth2, Okta, OpenID Connect, and more. Restrict capabilities using role-Based Access Controls. Easily manage API keys. Deploy behind firewalls and in air-gapped environments. Integrate legacy technology into cutting-edge applications, extending technology lifecycles and derisking legacy system replacements.

Shell Script Loader is a framework for shell scripts that provides functions that can be used to load, include or call module shell scripts. It supports most shells including Bash, Zsh, Ksh, and other shells based on sh. A compiler can also be used. Please check the website for detailed info.

Tcl/Tk package distribution for 32-bit Microsoft Windows operating systems with additional open-source tools and libraries.

Strasheela is a constraint-based music composition system. The user defines music theories by sets of compositional rules and the system creates music which complies with these theories. User-interface is the programming language Oz.

Tahoe is a research-oriented platform for the development of numerical methods and models for the simulation of complex material behavior.

A basic personal toolbox including Bash scripts and C programs, requisite to other packages from the author. Not intended to be intuitive for general use.

ctl is an extensible application control script. It is a generic script written on ksh to control every kind of application. Control means to start, stop or monitor. The tool is currently used on Solaris environment but it's ready for Linux use as well.

Atomic OS is a responsive Web 2.0 operating environment & development platform. Based on AJAX techniques, it emulates/provides standard operating system features including a command-line shell, interpreter, filesystem, database access and GUI services.

Automated Build System Framework (ABFS) is a suite of UNIX shell scripts (BASH) to automate the building of any significantly complex software system.

A framework for building distributed virtual reality applications, based on OpenGL|Performer(TM)

Bash Infinity is a standard library and a boilerplate framework for writing tools using bash. It's modular and lightweight while managing to implement some concepts from C#, Java or JavaScript into bash. The Infinity Framework is also plug & play: include it at the beginning of your existing script to import any of the individual features such as error handling, and start using other features gradually. The aim of Bash Infinity is to maximize the readability of bash scripts, minimize the amount of code repeat and create a central repository for a well-written, and a well-tested standard library for bash. Bash Infinity transforms the often obfuscated "bash syntax" to a cleaner, more modern syntax. Some components are more sturdy than others, and as-it-stands the framework lacks good test coverage (we need your help!).

Bash-Toolbox is a simple set of functions and instructions that help develop script applications in Bash.

Bash-it is a collection of community Bash commands and scripts for Bash 3.2+. Includes autocompletion, themes, aliases, custom functions, a few stolen pieces from Steve Losh, and more. Bash-it provides a solid framework for using, developing, and maintaining shell scripts and custom commands for your daily work. If you're using the Bourne Again Shell (Bash) regularly and have been looking for an easy way on how to keep all of these nice little scripts and aliases under control, then Bash-it is for you! Stop polluting your ~/bin directory and your .bashrc file, fork/clone Bash-it and start hacking away. We think everyone has their own custom scripts accumulated over time. And so, following in the footsteps of oh-my-zsh, Bash-it is a framework for easily customizing your Bash shell. Everyone’s got a custom toolbox, so let’s start making them even better, as a community!

IMPORTANT: This project is no longer maintained. All the effort is targeted on project Radargun: http://radargun.sourceforge.net

The Ceylan library is a Free (LGPL/GPL) General-purpose Portable Open Source C++ Library, offering frameworks and abstractions of lower-level layers to ease software development.

Clairv is a Java framework based on Apache Lucene that adds search capability to your applications. Distributed indices over different machines are supported. A web front end will also be provided.

CobaltCMS is a powerful, lightweight and easily maintainable content management system written in PHP. It aims to provide basic features as standard, while allowing highly complex addons and extensions to be written easily and quickly.

Free scripts & examples- JSP, Eclipse, SQL, PHP, ASP, Win32 Batch, Javascript, Flash/Actionscript. -=-=-=-=-=-=- NOTE: This project is closed. For new development related to integrating Beyond Compare with Eclipse, see http://beyondcvs.sourceforge.net/

DYE is the Do-it-Yourself Embedded Environment framework, a set of scripts and stuff for building a cross toolchain and a highly customizable target system.