Showing 877 open source projects for "tasks"

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    Ship Agents Faster

    Transform your applications and workflows into powerful agentic systems at global scale.

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    Train ML Models With SQL You Already Know

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  • 1
    iJEPA

    iJEPA

    Official codebase for I-JEPA

    ...The design scales naturally with Vision Transformer backbones and flexible masking strategies, and it trains stably at large batch sizes. i-JEPA’s predictions are made in embedding space, which is computationally efficient and better aligned with downstream discrimination tasks. The repository provides training recipes, data pipelines, and evaluation code that clarify which masking patterns and architectural choices matter most.
    Downloads: 3 This Week
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  • 2

    pl

    Perl One-Liner Magic Wand

    Some tasks are too menial for a dedicated script but still too cumbersome even with the many neat one-liner options of "perl -E". This small script fills the gap: various one-letter commands & magic variables (with meaningful aliases too) and more nifty loop options take Perl programming to the command line. Fully imports List::Util. With no program on the command line, starts a pl Shell.
    Downloads: 1 This Week
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  • 3
    KotlinDL

    KotlinDL

    High-level Deep Learning Framework written in Kotlin

    ...KotlinDL offers simple APIs for training deep learning models from scratch, importing existing Keras and ONNX models for inference, and leveraging transfer learning for tailoring existing pre-trained models to your tasks. This project aims to make Deep Learning easier for JVM and Android developers and simplify deploying deep learning models in production environments.
    Downloads: 3 This Week
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  • 4
    React Projects

    React Projects

    Collection of React example / tutorial projects

    ...Each project is self-contained and demonstrates specific techniques—hooks for state and effects, context for global state, custom hooks for reuse, and reducer patterns for complex updates. The codebases include common UI tasks like forms, modals, lists, filtered search, and pagination, along with data fetching and basic routing where appropriate. Because every project focuses on a narrow set of concepts, learners can clone a single folder, run it, and grasp the idea without wading through a monolith. The examples are structured to be approachable yet idiomatic, encouraging good habits while staying close to what developers actually build. ...
    Downloads: 0 This Week
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    MongoDB Atlas runs apps anywhere

    Deploy in 115+ regions with the modern database for every enterprise.

    MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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  • 5
    DIG

    DIG

    A library for graph deep learning research

    ...It includes unified implementations of data interfaces, common algorithms, and evaluation metrics for several advanced tasks. Our goal is to enable researchers to easily implement and benchmark algorithms.
    Downloads: 0 This Week
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  • 6
    whiteboxgui

    whiteboxgui

    An interactive GUI for WhiteboxTools in a Jupyter-based environment

    ...WhiteboxTools can be used to perform common geographical information systems (GIS) analysis operations, such as cost-distance analysis, distance buffering, and raster reclassification. Remote sensing and image processing tasks include image enhancement (e.g. panchromatic sharpening, contrast adjustments), image mosaicing, numerous filtering operations, simple classification (k-means), and common image transformations. WhiteboxTools also contains advanced tooling for spatial hydrological analysis (e.g. flow-accumulation, watershed delineation, stream network analysis, sink removal), terrain analysis (e.g. common terrain indices such as slope, curvatures, wetness index, hillshading; hypsometric analysis; etc.
    Downloads: 1 This Week
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  • 7
    conc

    conc

    Better structured concurrency for go

    Conc is a Go library for managing structured concurrency, simplifying the development of concurrent applications with high performance.
    Downloads: 2 This Week
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  • 8
    Lumen PHP Framework

    Lumen PHP Framework

    The Laravel Lumen Framework.

    Laravel Lumen is a stunningly fast PHP micro-framework for building web applications with expressive, elegant syntax. We believe development must be an enjoyable, creative experience to be truly fulfilling. Lumen attempts to take the pain out of development by easing common tasks used in the majority of web projects, such as routing, database abstraction, queueing, and caching.
    Downloads: 0 This Week
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  • 9
    Learning Prompt

    Learning Prompt

    Free prompt engineering online course

    Learning-Prompt is a curated repository of prompts, techniques, and instructional patterns designed to help people construct better prompts for AI systems, including generation, reasoning, and debugging tasks. It collects examples of effective prompt formats, chains of thought, strategy scaffolds, and comparative methods that help yield consistent, high-quality results. The project also includes meta-guidance: reflections on prompt failures, tips for prompt tuning, ways to mitigate model bias or misinterpretation, and how to adapt prompts for different AI capabilities. ...
    Downloads: 1 This Week
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  • 10
    Willow Willow is a Python build system that can be used to create, compile, delete, and add dependencies to projects. It is a command-line tool that can be used to automate various tasks related to building and managing software projects. Willow also provides an API that can be used to perform the same tasks programmatically. The willowapi module provides the following functions: create(name, location): creates a new project with the specified name at the specified location. compile(directory): compiles the project located at the specified directory. delete(directory): deletes the project located at the specified directory. add_dependency(project_dir, dep_dir, depname): adds the specified dependency to the project located at project_dir. getversion(): returns the current version of Willow. ...
    Downloads: 0 This Week
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  • 11
    emacs-ng

    emacs-ng

    A new approach to Emacs

    ...One of its key innovations is the ability to run JavaScript code within Emacs using embedded engines, enabling new forms of interaction and extension development. Emacs-ng also explores concurrency improvements, allowing certain tasks to execute asynchronously without blocking the editor’s main thread, which enhances responsiveness. The project includes support for compiling extensions to native code, improving execution speed compared to traditional Emacs Lisp.
    Downloads: 0 This Week
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  • 12
    saas-boilerplate

    saas-boilerplate

    SaaS boilerplate built in Laravel, Bootstrap 4 and VueJs

    This is a SaaS boilerplate built on top of the Laravel framework. Built to provide developers with a template to kickoff their SaaS application, without the hustle for repetitive tasks such as user account setup, subscriptions and role management.
    Downloads: 4 This Week
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  • 13
    Dexcount Gradle Plugin

    Dexcount Gradle Plugin

    A Gradle plugin to report the number of method references in your APK

    ...This helps you keep tabs on the growth of your app, with an eye to staying under the 65,536 method-reference limit, and avoiding the headache of eliminating methods or enabling multidex. When applied, dexcount-gradle-plugin will create one task per Android variant that you can execute to produce method-count reports. The tasks are named according the variant, in the format “count${variant}DexMethods”. In a typical app, that means there will be tasks named countDebugDexMethods and countReleaseDexMethods. Historically, these counting tasks were run by default on every build; this continues to be true for projects using versions of Android Gradle Plugin from 3.4.0 up until 4.1.0. ...
    Downloads: 0 This Week
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  • 14
    Splinter

    Splinter

    Splinter - Python test framework for web applications

    Splinter is a Python test framework for web applications, providing a simple and consistent API for browser automation and testing.
    Downloads: 1 This Week
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  • 15
    gev

    gev

    Gev is a lightweight, fast non-blocking TCP network library

    ...Asynchronous read and write. SO_REUSEPORT port reuse support. Automatically clean up idle connections. Support WebSocket/Protobuf, custom protocols. Support for scheduled tasks and delayed tasks. High-performance web socket server.
    Downloads: 0 This Week
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  • 16
    albert_zh

    albert_zh

    Implementation of A Lite Bert For Self-Supervised Learning Language

    ...The project includes several model variants, such as tiny, small, base, large, and xlarge-style releases, giving users options for speed, size, and accuracy tradeoffs. It also provides guidance for fine-tuning downstream tasks such as sentence-pair semantic similarity and Chinese classification benchmarks. The repository includes support paths for TensorFlow, PyTorch conversion, Keras loading, TensorFlow 2.0 loading, and TensorFlow Lite deployment for mobile scenarios. Overall, it is useful for Chinese NLP developers who need compact pretrained language models for classification, similarity, and other language understanding tasks.
    Downloads: 0 This Week
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  • 17
    OpsManage

    OpsManage

    Automated operation and maintenance platform

    Automated operation and maintenance platform: code and application deployment CI/CD, asset management CMDB, scheduled task management platform, SQL audit | rollback, task scheduling, on-site WIKI. A code deployment, application deployment, scheduled tasks, and equipment asset management platform. Welcome to star or fork my open source project. If you need to quote the project code in your own project, please declare the agreement and copyright information in the project. Programming language, Python3.6 + HTML + JScripts. Front-end web framework, Bootstrap. Backend Web Framework, Django. ...
    Downloads: 5 This Week
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  • 18
    ECS Deploy

    ECS Deploy

    Powerful CLI tool to simplify Amazon ECS deployments, rollbacks, etc.

    ...Support for complex task definitions (e.g. multiple containers & task role), easily redeploy the current task definition (including docker pull of eventually updated images), deploy new versions/tags or all containers or just a single container in your task definition, scale up or down by adjusting the desired count of running tasks, add or adjust containers environment variables. Run one-off tasks from the CLI, automatically monitor deployments in New Relic.
    Downloads: 0 This Week
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  • 19
    Gym

    Gym

    Toolkit for developing and comparing reinforcement learning algorithms

    Gym by OpenAI is a toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents, everything from walking to playing games like Pong or Pinball. Open source interface to reinforce learning tasks. The gym library provides an easy-to-use suite of reinforcement learning tasks. Gym provides the environment, you provide the algorithm. You can write your agent using your existing numerical computation library, such as TensorFlow or Theano. It makes no assumptions about the structure of your agent, and is compatible with any numerical computation library, such as TensorFlow or Theano. ...
    Downloads: 3 This Week
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  • 20
    Real-ESRGAN

    Real-ESRGAN

    Real-ESRGAN aims at developing Practical Algorithms

    ...The repository includes inference and training scripts, a model zoo with different pretrained models (including general and anime-oriented variants), and support for batch and arbitrary scaling, making it adaptable for diverse enhancement tasks. It emphasizes usability with utilities that handle alpha channels, gray/16-bit images, and tiled inference for large inputs, and can be run via Python scripts or portable executables.
    Downloads: 135 This Week
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  • 21
    BEVFormer

    BEVFormer

    Implementation of BEVFormer, a camera-only framework

    3D visual perception tasks, including 3D detection and map segmentation based on multi-camera images, are essential for autonomous driving systems. In this work, we present a new framework termed BEVFormer, which learns unified BEV representations with spatiotemporal transformers to support multiple autonomous driving perception tasks. In a nutshell, BEVFormer exploits both spatial and temporal information by interacting with spatial and temporal space through predefined grid-shaped BEV queries. ...
    Downloads: 0 This Week
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  • 22
    Reinforcement-learning

    Reinforcement-learning

    Implementation of Reinforcement Learning Algorithms. Python, OpenAI

    ...The project collects popular approaches such as dynamic programming, Monte Carlo methods, temporal difference learning, Q-learning, SARSA, deep Q-networks, and policy gradient techniques, often demonstrated with Python and OpenAI Gym environments so users can experiment with agents learning in simulated tasks. For each algorithm category, the repository pairs conceptual descriptions with runnable code and often illustrated exercises that help solidify understanding by bridging theory with practice. It’s structured to serve learners progressing from basic tabular methods to function approximation and deep learning extensions, making it suitable for students, researchers, or practitioners exploring reinforcement learning fundamentals.
    Downloads: 1 This Week
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  • 23
    Facexlib

    Facexlib

    FaceXlib aims at providing ready-to-use face-related functions

    facexlib is a PyTorch-based library providing ready-to-use face-related functions, including detection, alignment, recognition, and more. It integrates state-of-the-art open-source methods for various face processing tasks.​
    Downloads: 8 This Week
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  • 24
    Hacker Scripts

    Hacker Scripts

    Based on a true story

    Hacker Scripts is a cheeky collection of small automation scripts and language ports collected under the tagline “Based on a true story.” The repository gathers playful utilities (originally shell and Ruby scripts) that automate short, real-world tasks — for example, sending a quick “late at work” text when SSH sessions are active, firing off an automated “I’m sick / working from home” email on certain mornings, or even talking to a networked coffee machine to start brewing at precisely the right moment. The README explains the origin story and highlights several canonical scripts and provides usage notes such as required environment variables and cron examples for scheduling. ...
    Downloads: 451 This Week
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  • 25
    Cancelable Async Flows

    Cancelable Async Flows

    Cancelable Async Flows (CAF)

    CAF (Cancelable Async Flows) is a small utility that brings cooperative cancellation to JavaScript async workflows. It wraps async generators or promise-returning functions so they can respond to a cancel signal and halt work early, preventing wasted CPU and stray side effects. The library encourages a disciplined pattern: pass a token into your task, periodically check it, and unwind gracefully when cancellation is requested. This approach avoids brittle timeouts and “fire-and-forget” leaks...
    Downloads: 0 This Week
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