Showing 1009 open source projects for "tasks"

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  • 1
    CNN for Image Retrieval
    cnn-for-image-retrieval is a research-oriented project that demonstrates the use of convolutional neural networks (CNNs) for image retrieval tasks. The repository provides implementations of CNN-based methods to extract feature representations from images and use them for similarity-based retrieval. It focuses on applying deep learning techniques to improve upon traditional handcrafted descriptors by learning features directly from data. The code includes training and evaluation scripts that can be adapted for custom datasets, making it useful for experimenting with retrieval systems in computer vision. ...
    Downloads: 2 This Week
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  • 2
    weekly-projects

    weekly-projects

    Build a project every week to improve your coding skills

    ...The idea is to build something new each week, thereby improving coding discipline, exploring new tools and stacks, and steadily growing capability. Each weekly challenge includes a description, a set of user stories (tasks), and the necessary resources. After finishing, contributors can open a pull request with their own solution and demo link, so this becomes both a learning tool and a showcase platform. It’s great for those who want paced practice rather than open-ended ideas. The challenge list includes things like a Pokédex app, COVID tracker, movie app, quiz, daily planner, full-stack app, etc. ...
    Downloads: 0 This Week
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  • 3
    MvvmCross Plugins DateTimeConverter

    MvvmCross Plugins DateTimeConverter

    A set of date and time converters

    A MvvmCross plugin that provides date and time conversion utilities for cross-platform applications, simplifying time zone and formatting tasks.
    Downloads: 0 This Week
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  • 4
    Mega Project List

    Mega Project List

    List of practical projects that anyone can solve in any prog language

    ...The concept is simple but powerful: instead of just memorizing algorithms, you pick a project (for example “Binary to Decimal and Back Converter”), implement it in your favorite language, and gradually build a portfolio of varied programming tasks. The repository has been widely referenced as a go-to for developers looking for ideas to practice, build side-projects, or create interview-prep exercises. Each entry is described in plain language, often with optional “added complexity” suggestions. The repo encourages contributions: you can add new projects, or strip duplicate items, and you can choose any language to implement.
    Downloads: 0 This Week
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  • 5
    HTML DOM

    HTML DOM

    Common tasks of managing HTML DOM with vanilla JavaScript

    Web development goes very fast. I still remember the moments when starting to use jQuery, Prototype, script.aculo.us, Zepto and many more. Nowadays, even if our application is powered by modern tools such as Angular, Vue, React, Svelte, .etc, we have to deal with DOM. The frameworks encapsulate and hide the DOM management directly, but still give us a door to work with DOM via ref, event handlers. If you develop or use a web component in any framework, you have to work with DOM at a certain...
    Downloads: 0 This Week
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  • 6
    fastNLP

    fastNLP

    fastNLP: A Modularized and Extensible NLP Framework

    fastNLP is a lightweight framework for natural language processing (NLP), the goal is to quickly implement NLP tasks and build complex models. A unified Tabular data container simplifies the data preprocessing process. Built-in Loader and Pipe for multiple datasets, eliminating the need for preprocessing code. Various convenient NLP tools, such as Embedding loading (including ELMo and BERT), intermediate data cache, etc.. Provide a variety of neural network components and recurrence models (covering tasks such as Chinese word segmentation, named entity recognition, syntactic analysis, text classification, text matching, metaphor resolution, summarization, etc.). ...
    Downloads: 0 This Week
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  • 7
    CodeBeagle

    CodeBeagle

    A tool to search source code based on a full text index

    CodeBeagle allows you to quickly find all occurrences of a search term inside source code files. It can handle large projects with thousands of files with a very good performance. To do so it creates a full text index of the desired source files. Because it is tolerant to whitespace its search syntax works great for searching source code. The search results are displayed in a source viewer with customizable syntax highlighting. It runs without installation and leaves you in full control when...
    Downloads: 0 This Week
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  • 8
    pico

    pico

    A Git-driven task runner built to facilitate GitOps and Infrastructure

    Pico is a Git-driven task runner built to facilitate GitOps and Infrastructure-as-Code while securely passing secrets to tasks. What once was a place to chat and collaborate with people across the planet is now a platform for the commercialization of products and services. At the seat of the modern web is the browser. The modern browser is very much like an operating system, both in terms of complexity and code size. Only massive corporations can build and maintain it.
    Downloads: 1 This Week
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  • 9
    NLP Architect

    NLP Architect

    A model library for exploring state-of-the-art deep learning

    NLP Architect is an open-source Python library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing and Natural Language Understanding neural networks. The library includes our past and ongoing NLP research and development efforts as part of Intel AI Lab. NLP Architect is designed to be flexible for adding new models, neural network components, data handling methods, and for easy training and running models. NLP Architect is a...
    Downloads: 0 This Week
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  • 10
    SentEval

    SentEval

    A python tool for evaluating the quality of sentence embeddings

    SentEval is a standardized toolkit for evaluating sentence embeddings across a wide spectrum of downstream tasks and probing tests. It defines a simple interface—provide an encoder function from sentences to vectors—and then runs consistent training/evaluation loops for tasks like sentiment, entailment, paraphrase, and semantic textual similarity. The suite also contains linguistic probing tasks that illuminate what properties embeddings capture, such as tense, word order, or syntactic structure. ...
    Downloads: 1 This Week
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  • 11
    Pure Bash Bible

    Pure Bash Bible

    A collection of pure bash alternatives to external processes

    pure-bash-bible is a collection of pure Bash scripting techniques that demonstrate how to accomplish common and complex tasks using only built-in Bash features. Its goal is to reduce reliance on external tools like sed, awk, or grep, which can slow down scripts and add unnecessary dependencies. The project is organized as a reference book of function-based code snippets, each showcasing practical solutions for string manipulation, text processing, file operations, and more.
    Downloads: 2 This Week
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  • 12
    Scaffolder

    Scaffolder

    Increasing dev velocity and standardizing file conventions

    Scaffolder is a development tool aimed at enhancing developer productivity by standardizing file structures and automating the creation of project components. It reduces manual effort and errors associated with repetitive tasks, ensuring consistency across projects.
    Downloads: 0 This Week
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  • 13
    Laravel Deployer

    Laravel Deployer

    Zero-downtime deployment out-of-the-box

    Laravel Deployer is a lightweight wrapper of Deployer.org giving Artisan the power of zero-downtime deployment. Runing php artisan deploy:init your.hostname.com -a, will set you up with everything without asking you any questions. Using the -f option will optimize the configuration file for servers that are maintained by Laravel Forge. Before starting you first deployment, you should go check your config/deploy.php file to make sure it suits your deployment flow. For example, the local...
    Downloads: 1 This Week
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  • 14

    CTREE Graphic Tree Generator for C

    An analysis tool showing the structure of a C program

    CTREE is a command line utility providing analysis tools useful to software engineers tasked with tracking down problems or verifying a program's soundness. It is also an aid to understanding the structure of unfamiliar programs. As it works with standard C it finds most of its utility in embedded systems and older software. CTREE comes with a comprehensive manual. CTREE is is released by Cleveland Engineering Design, LLC - developer of the CoRTOS cooperative...
    Downloads: 1 This Week
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  • 15
    NG6

    NG6

    An AngularJS Starter repo for AngularJS + ES6 + Webpack

    ...The project wires together Webpack and Babel to handle ES6 transpilation, asset bundling, and hot reloading during development. Gulp is used as an orchestrator to run Webpack, start a development server, and generate Angular boilerplate via tasks. The repository also includes a complete testing setup using Karma, Mocha, Chai, and Webpack so tests run through the same pipeline as application code. Styles are handled via SASS (node-sass), with each component encouraged to bundle its own styles, templates, and tests for strong locality. Overall, NG6-starter is designed as a “de facto” reference for developers who want to learn and adopt a modern workflow.
    Downloads: 0 This Week
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  • 16
    Supervised Reptile

    Supervised Reptile

    Code for the paper "On First-Order Meta-Learning Algorithms"

    The supervised-reptile repository contains code associated with the paper “On First-Order Meta-Learning Algorithms”, which introduces Reptile, a meta-learning algorithm for learning model parameter initializations that adapt quickly to new tasks. The implementation here is aimed at supervised few-shot learning settings (e.g. Omniglot, Mini-ImageNet), not reinforcement learning, and includes scripts to run training and evaluation for few-shot classification. The fundamental idea is: sample a task, train on that task (inner loop), and then move the initialization parameters toward the adapted parameters (outer loop). ...
    Downloads: 0 This Week
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  • 17
    PowerShellForGitHub

    PowerShellForGitHub

    Microsoft PowerShell wrapper for GitHub API

    PowerShellForGitHub is a PowerShell module that wraps the GitHub API, allowing administrators and developers to script common GitHub operations directly from the shell. It provides cmdlets for repository management, issue and pull request automation, organization and team administration, and policy tasks such as branch protection or collaborator invites. The module handles authentication flows, pagination, and rate-limit concerns transparently so scripts can focus on business logic like triage, bulk updates, or migration tasks. Because it returns structured objects, outputs are easy to pipe into other PowerShell commands for filtering, reporting, or storage. ...
    Downloads: 0 This Week
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  • 18
    HeyUI.ext

    HeyUI.ext

    UI Toolkit for Web, Vue3.0

    ...HeyUI also includes features such as validation, internationalization, and advanced components like trees, selectors, and date pickers, which help streamline common frontend tasks.
    Downloads: 0 This Week
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  • 19
    Gizmo Microservice Toolkit

    Gizmo Microservice Toolkit

    A Microservice Toolkit from The New York Times

    ...In the past I’ve written about using Go for Elastic MapReduce streaming. I’ve also talked about using Go at GothamGo for news analysis and to improve our email and alert systems at the Golang NYC Meetup. We use Go for a wide variety of tasks, but the most common use throughout the company is for building JSON APIs. When we first began building APIs with Go, we didn’t use any frameworks or shared interfaces. This meant that they varied from team to team and project to project with regard to structure, naming conventions and third-party tools. As we started building more and more APIs, the pains of microservices started to become apparent. ...
    Downloads: 0 This Week
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  • 20
    Ansible Examples

    Ansible Examples

    A few starter examples of ansible playbooks, to show features

    ...Whether you’re managing a handful of servers or deploying at scale, this repo provides starting points that illustrate how Ansible can streamline repetitive operational tasks.
    Downloads: 0 This Week
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  • 21
    FreeNAS/TrueNAS Scripts

    FreeNAS/TrueNAS Scripts

    Handy shell scripts for use on FreeNAS servers

    FreeNAS-scripts is a collection of shell and Perl scripts tailored for FreeNAS and TrueNAS systems. These scripts assist administrators in monitoring system health, managing configurations, and performing routine maintenance tasks. ​
    Downloads: 0 This Week
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  • 22
    TFastDIB consists of a DIB class and units with optimized routines for common graphics tasks like resampling, blending, quantizing & dithering, color space conversions, bit depth conversions, rendering primitives, and a collection of filters and effects.
    Downloads: 9 This Week
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  • 23
    Higher

    Higher

    higher is a pytorch library

    higher is a specialized library designed to extend PyTorch’s capabilities by enabling higher-order differentiation and meta-learning through differentiable optimization loops. It allows developers and researchers to compute gradients through entire optimization processes, which is essential for tasks like meta-learning, hyperparameter optimization, and model adaptation. The library introduces utilities that convert standard torch.nn.Module instances into “stateless” functional forms, so parameter updates can be treated as differentiable operations. It also provides differentiable implementations of common optimizers like SGD and Adam, making it possible to backpropagate through an arbitrary number of inner-loop optimization steps. ...
    Downloads: 0 This Week
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  • 24
    AdaNet

    AdaNet

    Fast and flexible AutoML with learning guarantees

    AdaNet is a TensorFlow framework for fast and flexible AutoML with learning guarantees. AdaNet is a lightweight TensorFlow-based framework for automatically learning high-quality models with minimal expert intervention. AdaNet builds on recent AutoML efforts to be fast and flexible while providing learning guarantees. Importantly, AdaNet provides a general framework for not only learning a neural network architecture but also for learning to the ensemble to obtain even better models. At each...
    Downloads: 0 This Week
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  • 25
    PyText

    PyText

    A natural language modeling framework based on PyTorch

    ...Mixed precision training support through APEX (trains faster with less GPU memory on NVIDIA Tensor Cores). Extensible components that allows easy creation of new models and tasks.
    Downloads: 2 This Week
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