Showing 4736 open source projects for "learning"

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  • 1
    DeepLabv3 Plus

    DeepLabv3 Plus

    Encoder-Decoder with Atrous Separable Convolution

    ...It provides pretrained weight workflows for MobileNetV2 and Xception backbones and notes that the correct backbone should be selected during training and prediction. The project also supports multi-GPU training, multiple backbones, learning rate schedules with step and cosine options, optimizer selection, and adaptive learning rate behavior based on batch size. It is useful for users who want a stronger semantic segmentation baseline than U-Net for scene-level segmentation tasks.
    Downloads: 1 This Week
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  • 2
    Fashion-MNIST

    Fashion-MNIST

    A MNIST-like fashion product database

    ...Each image has a resolution of 28 by 28 pixels and belongs to one of ten clothing classes, making it suitable for evaluating classification models. Because the dataset represents real-world objects rather than handwritten digits, it offers a more challenging benchmark for testing machine learning algorithms.
    Downloads: 13 This Week
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  • 3
    MAE (Masked Autoencoders)

    MAE (Masked Autoencoders)

    PyTorch implementation of MAE

    MAE (Masked Autoencoders) is a self-supervised learning framework for visual representation learning using masked image modeling. It trains a Vision Transformer (ViT) by randomly masking a high percentage of image patches (typically 75%) and reconstructing the missing content from the remaining visible patches. This forces the model to learn semantic structure and global context without supervision.
    Downloads: 0 This Week
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  • 4
    EasyNLP

    EasyNLP

    EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

    ...It is built with scalable distributed training strategies and supports a comprehensive suite of NLP algorithms for various NLP applications. EasyNLP integrates knowledge distillation and few-shot learning for landing large pre-trained models, together with various popular multi-modality pre-trained models. It provides a unified framework of model training, inference, and deployment for real-world applications. It has powered more than 10 BUs and more than 20 business scenarios within the Alibaba group. It is seamlessly integrated to Platform of AI (PAI) products, including PAI-DSW for development, PAI-DLC for cloud-native training, PAI-EAS for serving, and PAI-Designer for zero-code model training.
    Downloads: 0 This Week
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  • 5
    MyPoorWebServer

    MyPoorWebServer

    Demonstrates fundamental HTTP server implementation principles

    MyPoorWebServer is a C/C++-based web server project that demonstrates fundamental HTTP server implementation principles drawn from classic network programming literature and high-performance server design books. The repository contains source code that implements a basic HTTP server, intended to be compiled and run from the command line, exposing introductory web server functionality such as serving static HTML files and handling simple POST requests. It was originally developed as a resume...
    Downloads: 0 This Week
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  • 6
    Terminals Are Sexy

    Terminals Are Sexy

    A curated list of Terminal frameworks, plugins & resources

    This repository is a curated, community-driven collection of tools, tips, themes, and resources that make working in the terminal more productive and enjoyable. It pulls together high-quality links to terminal emulators, shells, prompts, plugins, fonts, color schemes, and command-line utilities, alongside learning materials for sharpening everyday CLI skills. The list favors practical, well-maintained projects and is organized so you can quickly discover alternatives for common tasks (navigation, search, networking, monitoring, text processing, and more). It also points to customization ideas—prompts, themes, and fonts—that help you craft a clear, legible, and pleasant environment. ...
    Downloads: 1 This Week
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  • 7
    The Lemur Project

    The Lemur Project

    Search engine and data mining applications and ClueWeb datasets.

    The Lemur Project develops search engines, browser toolbars, text analysis tools, and data resources that support research and development of information retrieval and text mining software, including the Indri search engine in C++, the Galago search engine research framework in Java, the RankLib learning to rank library, ClueWeb09 and ClueWeb12 datasets and the Sifaka data mining application.
    Downloads: 34 This Week
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  • 8
    MySQL Tutorial

    MySQL Tutorial

    Example-driven guide to MySQL

    ...The repository also touches on user management, permissions, backups, and common operational tasks that arise in production. Throughout, the emphasis is on clear SQL examples and short explanations that can be tested immediately in a local instance. It serves both as a learning track for newcomers and as a handy reference for developers who need to refresh core MySQL skills.
    Downloads: 1 This Week
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  • 9

    irs-elcho

    Telemetryczny system monitoringu stanu technicznego urządzeń

    Celem projektu jest opracowanie telemetrycznego systemu monitoringu stanu technicznego urządzeń typu chłodnie wentylatorowe, który wykorzystując algorytmy typu deep learning będzie stanowił element strategii predykcyjnego utrzymania ruchu. System wpisuje się w ideę Przemysłu 4.0 poprzez umożliwianie monitoringu i predykcji stanu urządzeń. Projekt zakłada badania przemysłowe i prace rozwojowe nad systemem dokonującym kompleksowej akwizycji i analizy danych dot. stanu działania urządzenia. Rejestracji będą podlegać wielkości fizyczne obrazujące działanie urządzeń przy pomocy zbioru czujników. ...
    Downloads: 0 This Week
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  • 10
    Texar-PyTorch

    Texar-PyTorch

    Integrating the Best of TF into PyTorch, for Machine Learning

    Texar-PyTorch is a toolkit aiming to support a broad set of machine learning, especially natural language processing and text generation tasks. Texar provides a library of easy-to-use ML modules and functionalities for composing whatever models and algorithms. The tool is designed for both researchers and practitioners for fast prototyping and experimentation. Texar-PyTorch was originally developed and is actively contributed by Petuum and CMU in collaboration with other institutes. ...
    Downloads: 0 This Week
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  • 11
    Coding-Guide

    Coding-Guide

    Repository of coding guidelines, developer notes, learning resources

    The Coding-Guide repository is a personal repository of coding guidelines, developer notes, learning resources, and documentation spanning topics from front-end to full-stack, coding practices, and software development tips. The repository appears to be maintained by “ecmadao” and intended as a reference/knowledge base of best practices, notes, style conventions, and reminders. The content is typically documentation, markdown files, code snippets, and tutorials, rather than a coherent, packaged software tool. ...
    Downloads: 0 This Week
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  • 12
    LeetCode Python

    LeetCode Python

    LeetCode Solutions: A Record of My Problem Solving Journey

    This repository is a comprehensive personal journal of LeetCode problem-solving journey. It includes detailed solutions with code, algorithm insights, data structure summaries, Anki flashcards, daily challenge logs, and future planning sections.
    Downloads: 0 This Week
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  • 13
    Stitches

    Stitches

    CSS-in-JS with near-zero runtime, SSR, multi-variant support

    ...Stitches avoids unnecessary prop interpolations at runtime, making it more performant than other styling libraries. Packed full of useful features like theming, smart tokens, css prop, as prop, utils, and a fully-typed API. Stitches has a fully-typed API, to minimize the learning curve, and provide the best possible developer experience. Stitches has a dedicated React lib, but @stitches/core works with any framework including Vue, Svelte, and even vanilla HTML. Variants are first-class citizens of Stitches. With multiple variants, compound variants, and default variants, you can design composable component APIs which are typed automatically. ...
    Downloads: 0 This Week
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  • 14
    Machine Learning PyTorch Scikit-Learn

    Machine Learning PyTorch Scikit-Learn

    Code Repository for Machine Learning with PyTorch and Scikit-Learn

    ...For those who are interested in knowing what this book covers in general, I’d describe it as a comprehensive resource on the fundamental concepts of machine learning and deep learning. The first half of the book introduces readers to machine learning using scikit-learn, the defacto approach for working with tabular datasets. Then, the second half of this book focuses on deep learning, including applications to natural language processing and computer vision.
    Downloads: 4 This Week
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  • 15
    Deep Learning Papers Reading Roadmap

    Deep Learning Papers Reading Roadmap

    Deep Learning papers reading roadmap for anyone who are eager to learn

    Deep Learning Papers Reading Roadmap is a widely known curated reading plan for deep learning that helps newcomers and practitioners navigate the vast literature in a structured and intentional way. It is built around several guiding principles: moving from outline to detail, from older foundational papers to state-of-the-art work, and from generic to more specialized areas while keeping a focus on impactful contributions.
    Downloads: 0 This Week
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  • 16

    imgproxy

    fast and secure image processing with machine learning features

    ...Built with a focus on developer productivity, it saves time and money on developing hand-rolled image processing pipelines. imgproxy Pro is an advanced version of this blazing fast and secure image processing tool. It provides priority support, smart image adjustments, machine learning features, watermarking, and video support. Works with any programming language 17M+ total downloads Billions of images have already been processed imgproxy.net
    Downloads: 1 This Week
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  • 17
    Create React App

    Create React App

    Set up a modern web app by running one command

    Create React App lets you create React apps quickly and easily-- no learning of build tools or build configurations necessary. All you need is one command, and you can get started in seconds. All tools are preconfigured and hidden, and with instant reloads you can focus on code, not build tools. With Create React App your apps need only one build dependency, so everything works together seamlessly, and when it’s time to deploy your bundles are automatically optimized.
    Downloads: 10 This Week
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  • 18
    Deeplearning.ai

    Deeplearning.ai

    Study notes, summaries, and auxiliary materials for deep learning

    ...Many learners use it to supplement course videos, reinforcing concepts before implementing assignments or projects. As a consolidated guide, it reduces context-switching and helps build a durable mental model of deep learning fundamentals.
    Downloads: 1 This Week
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  • 19
    GoDS

    GoDS

    Implementation of various data structures and algorithms in Go

    GoDS, which means "Go Data Structures", is an implementation of various data structures and algorithms in Go. It provides a wide variety of containers (Sets, Lists, Stacks, Maps, Trees), sets (HashSet, TreeSet, LinkedHashSet), lists (ArrayList, SinglyLinkedList, DoublyLinkedList), stacks (LinkedListStack, ArrayStack), maps (HashMap, TreeMap, HashBidiMap, TreeBidiMap, LinkedHashMap), trees (RedBlackTree, AVLTree, BTree, BinaryHeap), comparators, and iterators. Containers are either ordered or...
    Downloads: 0 This Week
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  • 20
    Google Cloud Vision API examples

    Google Cloud Vision API examples

    Sample code for Google Cloud Vision

    ...It contains examples organized by language and environment, including Go, Java, Node.js, PHP, Python, Ruby, .NET, Android, iOS, and even a Chrome extension, which makes it especially valuable as a cross-platform learning resource. The repository demonstrates concrete image understanding use cases, such as landmark detection and mobile photo analysis with label and face detection, so developers can see how Vision API outputs are consumed in real interfaces and workflows. Although the repository has been marked as deprecated in favor of language-specific repositories for new work, it still serves as a broad reference hub for legacy examples and multi-language implementation patterns.
    Downloads: 0 This Week
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  • 21
    yosild

    yosild

    Shell script that builds a full, minimal Linux distribution

    yosild is a minimalist Linux distribution designed for simplicity and small size, targeting educational and embedded uses. It provides a clean and lightweight base system built with busybox, musl libc, and a small init system, suitable for learning Linux internals or building custom environments from scratch. yosild aims to strip Linux down to its essentials while remaining usable and POSIX-compliant, and it can boot quickly on both physical hardware and virtual machines.
    Downloads: 0 This Week
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  • 22
    ConstraintSolver.jl

    ConstraintSolver.jl

    ConstraintSolver in Julia

    This package aims to be a constraint solver completely written in Julia. The concepts are more or less fully described on my blog OpenSourc.es. There is of course also the general user manual here which explains how to solve your model.
    Downloads: 5 This Week
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  • 23
    Open Source iOS Apps

    Open Source iOS Apps

    Collaborative List of Open-Source iOS Apps

    A community-maintained directory of real-world, open-source iOS applications. It showcases a variety of apps (mostly written in Swift or Objective-C) covering utilities, UI examples, games, and more—as a learning reference or starting point for iOS developers. Help analyse individuals’ travel and trace their movements when cases of infection arise. Helps developers learn architecture patterns like MVVM, Combine, and SwiftUI. Regularly updated with projects reflecting current iOS development trends.
    Downloads: 3 This Week
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  • 24
    LeetCode

    LeetCode

    LeetCode Problems' Solutions

    ...It is useful for comparing approaches, reviewing solution patterns, and studying how common interview problems can be implemented in code. Because it is a solution archive, it is best used as a learning companion after attempting problems independently. Its main value is providing a broad, accessible reference set for developers preparing for coding interviews.
    Downloads: 0 This Week
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  • 25
    Interactive Deep Colorization

    Interactive Deep Colorization

    Deep learning software for colorizing black and white images

    Interactive Deep Colorization is a software project for colorizing black-and-white (grayscale) images using deep learning, allowing users to add a few hints (e.g. scribbles) and get a plausible, fully colorized output. The idea is to merge automatic colorization (via neural networks) with optional user guidance — so if the automatic model’s guess isn’t quite right, the user can nudge colors via hints to steer the result, achieving more controlled, satisfying outputs.
    Downloads: 1 This Week
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