Showing 1168 open source projects for "main"

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  • 1
    Behaviour Suite Reinforcement Learning

    Behaviour Suite Reinforcement Learning

    bsuite is a collection of carefully-designed experiments

    bsuite is a research framework developed by Google DeepMind that provides a comprehensive collection of experiments for evaluating the core capabilities of reinforcement learning (RL) agents. Its main goal is to identify, measure, and analyze fundamental aspects of learning efficiency and generalization in RL algorithms. The library enables researchers to benchmark their agents on standardized tasks, facilitating reproducible and transparent comparisons across different approaches. Each experiment in bsuite is meticulously designed to capture key challenges in RL, such as exploration, credit assignment, and stability. ...
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  • 2
    DualPipe

    DualPipe

    A bidirectional pipeline parallelism algorithm

    DualPipe is a bidirectional pipeline parallelism algorithm open-sourced by DeepSeek, introduced in their DeepSeek-V3 technical framework. The main goal of DualPipe is to maximize overlap between computation and communication phases during distributed training, thus reducing idle GPU time (i.e. “pipeline bubbles”) and improving cluster efficiency. Traditional pipeline parallelism methods (e.g. 1F1B or staggered pipelining) leave gaps because forward and backward phases can’t fully overlap with communication. ...
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  • 3
    reproc

    reproc

    A cross-platform (C99/C++11) process library

    reproc (Redirected Process) is a cross-platform C/C++ library that simplifies starting, stopping and communicating with external programs. The main use case is executing command line applications directly from C or C++ code and retrieving their output. reproc consists out of two libraries: reproc and reproc++. reproc is a C99 library that contains the actual code for working with external programs. reproc++ depends on reproc and adapts its API to an idiomatic C++11 API. It also adds a few extras that simplify working with external programs from C++.
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  • 4
    BIMserver

    BIMserver

    The open source BIMserver platform

    ...This means that IFC data is stored as objects. You could see BIMserver as an IFC database, with special extra features like model checking, versioning, project structures, merging, etc. The main advantage of this approach is the ability to query, merge and filter the BIM model and generate IFC output (i.e. files) on the fly. Thanks to its multi-user support, multiple people can work on their own part of the dataset, while the complete dataset is updated on the fly. Other users can get notifications when the model (or a part of it) is updated.
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  • 5
    LicensePlist

    LicensePlist

    A license list generator of all your dependencies for iOS applications

    LicensePlist is a command-line tool that automatically generates a Plist of all your dependencies, including files added manually(specified by YAML config file) or using Carthage or CocoaPods. All these licenses then show up in the Settings app. Excludes can be defined to exclude matching libraries from the final output. An exclude is a dictionary containing any combination of name, source, owner, or licenseType. If a library name is unsuitable for the output bundle, you can explicitly...
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  • 6
    telescope.nvim

    telescope.nvim

    Find, Filter, Preview, Pick. All lua, all the time

    Gaze deeply into unknown regions using the power of the moon. telescope.nvim is a highly extendable fuzzy finder over lists. Built on the latest awesome features from neovim core. Telescope is centered around modularity, allowing for easy customization. Community-driven builtin pickers, sorters and reviewers. We also suggest you install one native telescope sorter to significantly improve sorting performance. Take a look at either telescope-fzf-native.nvim or telescope-fzy-native.nvim. For...
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  • 7
    Add to Calendar Button

    Add to Calendar Button

    The convenient JavaScript snippet to create buttons

    ...Supporting all major calendars; in all modern browsers (Chrome, Edge, Firefox, Safari); on Windows, Mac, Android, and iOS as well as rather restricted webview environments like the Instagram in-app browser. For everybody, who wants to include a button at their website or app, which enables users to easily add a specific event to their calendars. It's main goal is to keep this process as easy as possible at maximum compatibility. Simply define your button configuration and everything else is automatically generated by the script. Supporting calendars at Apple, Google, Microsoft (365, Outlook, Teams), Yahoo, and generic iCal.
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  • 8
    Go Imagick

    Go Imagick

    Go binding to ImageMagick's MagickWand C API

    ...If you want to specify CGO_CFLAGS/CGO_LDFLAGS manually at build time, such as for building statically or without pkg-config, you can use the "no_pkgconfig" build tag. As per the ImageMagick C API, Initialize() should be called only once to set up the resources for using ImageMagick. This is typically done in your main() or init() for the entire application or library. Applications can defer a call to Terminate() to tear down the ImageMagick resources.
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  • 9
    Atlantis

    Atlantis

    Terraform Pull Request Automation

    Bring the benefits of code review to your operations workflow. Catch errors in the Terraform plan output before it's applied. Ensure that you apply changes before merging to main. Put the Dev back into DevOps. Empower your developers to write Terraform. Safely. Developers can submit Terraform pull requests without needing credentials. Operators can require approvals prior to allowing an apply. Instant Audit Logs And Compliance. Pass audits without compromising your workflow. Each pull request now holds a detailed log of what infrastructure changes were made and when; along with who made the change and who approved it. ...
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  • 10
    Kubernetes Operator Pythonic Framework

    Kubernetes Operator Pythonic Framework

    A Python framework to write Kubernetes operators in just a few lines

    Kopf —Kubernetes Operator Pythonic Framework— is a framework and a library to make Kubernetes operator's development easier, just in a few lines of Python code. The main goal is to bring the Domain-Driven Design to the infrastructure level, with Kubernetes being an orchestrator/database of the domain objects (custom resources), and the operators containing the domain logic (with no or minimal infrastructure logic). The project was originally started as zalando-incubator/kopf in March 2019, and then forked as nolar/kopf in August 2020: but it is the same codebase, the same packages, the same developer(s). ...
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  • 11
    neo.mjs

    neo.mjs

    The application worker driven frontend framework

    ...Some Apps move expensive tasks into separate threads, but this is by far not enough. Using neo.mjs, most parts of the framework as well as the Apps which you create with it, run inside a separate thread. This architecture leaves the main thread mostly idle, so it can fully concentrate on its purpose.
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  • 12
    jsdoc-to-markdown

    jsdoc-to-markdown

    Generate markdown documentation from jsdoc-annotated javascript

    ...Two options to render parameter lists: 'list' or 'table' (default). Table format works well in most cases but switch to list if things begin to look crowded / squashed. By default, the output of each invocation of the main generation methods (render, getTemplateData etc) is stored in the cache (your system's temporary directory). Future jsdoc2md invocations with the same input options and source code will return the output immediately from cache, making the tool much faster/cheaper. If the input options or source code changes, fresh output will be generated.
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  • 13
    MDUI

    MDUI

    Develop Material Design web applications

    MDUI is beautiful, lightweight, and easy to use, it makes it easier for you to develop Material Design web applications. 19 main colors, 16 accent colors, 1-night theme, just add a CSS class to toggle. And supports automatic theme switching according to the operating system theme. CSS is only 32KB and JavaScript is only 19KB, which loads faster. All developed in TypeScript with perfect type hints. Mobile-first, gradually expand from small screen to large screen, and finally, realize all screen adaptation. ...
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  • 14
    Lux

    Lux

    The Lux Programming Language

    ...Clojure (syntax, overall look & feel), Haskell (functional programming), and Standard ML (module system). They are implemented as plain-old data-structures whose expressions get eval'ed by the compiler and integrated into the type-checker. The main difference between Lux & Standard ML is that Standard ML separates interfaces/signatures and implementations/structures.
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  • 15
    PokeAPI

    PokeAPI

    The Pokémon API

    This is a full RESTful API linked to an extensive database detailing everything about the Pokémon main game series. We've covered everything from Pokémon to Berry Flavors. We have awesome documentation on how to use this API. It takes minutes to get started. This API will always be publicly available and will never require any extensive setup process to consume. Each time the build script is run, it will iterate over each table in the database, wipe it, and rewrite each row using the data found in data/v2/CSV. ...
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  • 16
    NGX-Translate

    NGX-Translate

    The internationalization (i18n) library for Angular

    ...NGX-Translate is also extremely modular. It is written in a way that makes it really easy to replace any part with a custom implementation in case the existing one doesn't fit your needs. The main part of the library is named core. You can use it on its own, but it is usually a good idea to add a loader to load your translations into your application. You can also extract the strings from your code with the extractor. This makes it really easy to start and maintain your translations. By default, there is no loader available. ...
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  • 17
    PHP Debug Bar

    PHP Debug Bar

    Debug bar for PHP

    The DebugBar integrates easily in any projects and can display profiling data from any part of your application. It comes built-in with data collectors for standard PHP features and popular projects. The DebugBar has two parts: the main DebugBar object with data collectors and the renderer. Data collectors are objects collecting a specific set of data. To makes things easy, the StandardDebugBar has all the built-in collectors activated. The DebugBar uses DataCollectors to collect data from your PHP code. Some of them are automated but others are manual. Use the DebugBar like an array where keys are the collector names. ...
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  • 18
    KIF

    KIF

    An iOS functional testing framework

    ...It allows for easy automation of iOS apps by leveraging the accessibility attributes that the OS makes available for those with visual disabilities. KIF builds and performs the tests using a standard XCTest testing target. Testing is conducted synchronously in the main thread (running the run loop to force the passage of time) allowing for more complex logic and composition. This also allows KIF to take advantage of the Xcode Test Navigator, command line build tools, and Bot test reports. KIF uses undocumented Apple APIs. This is true of most iOS testing frameworks, and is safe for testing purposes, but it's important that KIF does not make it into production code, as it will get your app submission denied by Apple. ...
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  • 19
    np

    np

    A better `npm publish`

    Ensures you are publishing from your release branch (main and master by default). Ensures the working directory is clean and that there are no unpulled changes. Reinstalls dependencies to ensure your project works with the latest dependency tree. Ensures your Node.js and npm versions are supported by the project and its dependencies. Bumps the version in package.json and npm-shrinkwrap.json (if present) and creates a git tag.
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  • 20
    jsdom

    jsdom

    JavaScript implementation of various web standards, for use with Node

    ...In general, the goal of the project is to emulate enough of a subset of a web browser to be useful for testing and scraping real-world web applications. The latest versions of jsdom require Node.js v10 or newer. To use jsdom, you will primarily use the JSDOM constructor, which is a named export of the jsdom main module. Pass the constructor a string. The resulting object is an instance of the JSDOM class, which contains a number of useful properties and methods besides window. In general, it can be used to act on the jsdom from the "outside," doing things that are not possible with the normal DOM APIs. For simple cases, where you don't need any of this functionality, we recommend a coding pattern.
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  • 21
    Backbone

    Backbone

    Give your JS app some Backbone with models, views, and collections

    Backbone is a lightweight JavaScript library (sometimes described as a micro-framework) created by Jeremy Ashkenas that adds structure to JavaScript-heavy applications by providing models, views, collections, events and routing tied to RESTful JSON services. Its main philosophy is to provide the minimal set of primitives to organise your client-side code — models for data, collections for groups of models, views for UI interactions, and routers for state/URL management — without prescribing a full rigid framework. Because of this minimalism, Backbone integrates easily into existing applications and is flexible rather than opinionated, making it popular in the era before heavier single-page frameworks dominated. ...
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  • 22
    DeepEP

    DeepEP

    DeepEP: an efficient expert-parallel communication library

    ...Its core role is to implement high-throughput, low-latency all-to-all GPU communication kernels, which handle the dispatching of tokens to different experts (or shards) and then combining expert outputs back into the main data flow. Because MoE architectures require routing inputs to different experts, communication overhead can become a bottleneck — DeepEP addresses that by providing optimized GPU kernels and efficient dispatch/combining logic. The library also supports low-precision operations (such as FP8) to reduce memory and bandwidth usage during communication. ...
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  • 23
    future

    future

    R package: future: Unified Parallel and Distributed Processing in R

    The future package in R provides a unified abstraction for asynchronous and/or parallel computation. It allows R expressions to be scheduled for future evaluation, with the result retrieved later, in a way decoupled from the specific backend used. This lets code be written in a way that works with sequential execution, multicore, multisession, cluster, or remote compute backends, without changing the high-level code. It handles automatic exporting of needed global variables/functions,...
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  • 24
    Reachability

    Reachability

    ARC and GCD Compatible Reachability Class for iOS and MacOS

    ...Typical usage is to gate network requests, disable online-only UI, and show graceful messaging when connectivity drops. The implementation is careful about threading and runloop scheduling so events arrive reliably without blocking the main thread. It also supports reachability checks for specific hosts, enabling smarter behavior than a simple “internet yes/no” toggle. Despite newer frameworks existing today, Reachability remains widely referenced for its simple API and predictable behavior in legacy Objective-C codebases.
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  • 25
    DynaMix

    DynaMix

    A new take on polymorphism

    DynaMix (Dynamic Mixins) is an alternative take on object-oriented programming and dynamic polymorphism. It lets users compose and modify polymorphic objects at run time. The main target language is C++, but C is also supported. The library is a means to create a project's architecture rather than achieve its purpose. It helps with extensibility, readability, scalability, and interoperability. It focuses on maximal performance and minimal memory overhead. The library uses the type dynamix::object as a placeholder, whose instances can be extended with existing classes (mixins), thus providing a particular instance with the mixin features of all those types. ...
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