Showing 277 open source projects for "tasks"

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  • 1
    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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  • 2
    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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  • 3
    Go canvas

    Go canvas

    Canvas is a Go drawing library based on OpenGL

    ...It is built using OpenGL for hardware acceleration and offers a simple, familiar interface for developers looking to draw shapes, images, and text in desktop applications or games. Canvas focuses on ease of use, speed, and flexibility, making it suitable for GUI overlays, visualizations, and real-time 2D rendering tasks. Its API is intentionally similar to JavaScript’s Canvas API, lowering the barrier for web developers transitioning into C++ graphics work.
    Downloads: 1 This Week
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  • 4
    Alfred-Workflow

    Alfred-Workflow

    Full-featured library for writing Alfred 3 & 4 workflows

    ...Alfred-Workflow takes care of a lot of the details for you, allowing you to concentrate your efforts on your workflow’s functionality. Alfred-Workflow supports macOS 10.7+ (Python 2.7). Easily launch background tasks (daemons) to keep your workflow responsive. Check for and install new workflow versions using GitHub releases. Post notifications with Notification Center (10.8+ only) Error handling and logging for easier development and support. “Magic” arguments to help development, debugging and management of the workflow.
    Downloads: 0 This Week
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  • 5
    API Correios

    API Correios

    API correios.com.br in Python

    pycorreios is a Python library aimed at interacting with Brazil’s postal service (Correios) APIs, making it easier for developers to track shipments, calculate postage, query service availability, and integrate with Brazilian e-commerce flows. The library abstracts the raw SOAP or REST endpoints exposed by Correios, providing Pythonic methods to perform common tasks like tracking a package by its code or computing shipping cost/lead time between postal codes. It handles serialization and mapping of API responses into Python objects so developers don’t manually parse raw XML or JSON. With this tool, developers building Brazilian market e-commerce or logistics solutions can integrate postal services smoothly. ...
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  • 6
    frontend-mentor-challenges

    frontend-mentor-challenges

    My submissions for the Frontend Mentor Challenges

    The frontend-mentor-challenges repository contains the author’s submissions to the platform Frontend Mentor — which offers structured UI/UX layout challenges (landing pages, components, form designs) for front-end developers. The codebase shows solutions in HTML, CSS, Javascript, with each challenge typically including an original design file plus the author’s implementation. It’s a great way to practice responsive layouts, CSS grid/flexbox mastery, UI refinement, and build portfolio-worthy...
    Downloads: 6 This Week
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  • 7
    Graph Nets library

    Graph Nets library

    Build Graph Nets in Tensorflow

    ...Graph Nets supports both TensorFlow 1 and TensorFlow 2, working with CPU and GPU environments, and includes educational Jupyter demos for shortest path finding, sorting, and physical prediction tasks. The codebase emphasizes modularity, allowing users to easily define their own edge, node, and global update functions.
    Downloads: 4 This Week
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  • 8

    taskKS

    A small cooperative task framework for calling task fns asynchronously

    For async calling of process functions (fns) this very-tiny-task subsystem may safe some efford for you. Could be used for running systems e.g.for a process with sub processes or as a base of a small (sub) system with multiple tasks and/or state machines. Source code in C. Should work in C++ as well.
    Downloads: 0 This Week
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  • 9
    nlp_chinese_corpus

    nlp_chinese_corpus

    Large Scale Chinese Corpus for NLP

    ...The repository gathers several major datasets, including Chinese Wikipedia entries, news articles, encyclopedia-style question answering data, community question answering data, and Chinese-English translation sentence pairs. Each dataset includes descriptions, download links, structure notes, and examples to help users understand how the data is formatted. The corpora can support tasks such as language model pretraining, word vector training, question answering, title generation, keyword generation, translation, and sentence representation learning. Overall, it is a practical resource hub for building or testing Chinese NLP models with larger and more varied datasets.
    Downloads: 0 This Week
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  • 10
    benchm-ml

    benchm-ml

    A benchmark of commonly used open source implementations

    This repository is designed to provide a minimal benchmark framework comparing commonly used machine learning libraries in terms of scalability, speed, and classification accuracy. The focus is on binary classification tasks without missing data, where inputs can be numeric or categorical (after one-hot encoding). It targets large scale settings by varying the number of observations (n) up to millions and the number of features (after expansion) to about a thousand, to stress test different implementations. The benchmarks cover algorithms like logistic regression, random forest, gradient boosting, and deep neural networks, and they compare across toolkits such as scikit-learn, R packages, xgboost, H2O, Spark MLlib, etc. ...
    Downloads: 0 This Week
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  • 11
    Replica Dataset

    Replica Dataset

    High-fidelity indoor 3D dataset for AI simulation and robotics

    ...The dataset also provides semantic and instance segmentations, planar decomposition, and navigation meshes, making it highly suitable for simulation, visual perception, and autonomous navigation tasks. Replica integrates seamlessly with AI Habitat, Meta’s framework for embodied AI training, enabling large-scale agent simulation and photorealistic rendering for reinforcement learning and robotics. Researchers can use Replica’s ReplicaViewer to interactively explore the 3D scenes.
    Downloads: 388 This Week
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  • 12
    pytorch-examples

    pytorch-examples

    Simple examples to introduce PyTorch

    The pytorch-examples project is a collection of concise and practical examples demonstrating how to use PyTorch for machine learning and deep learning tasks. It focuses on clarity and minimalism, providing small, self-contained scripts that illustrate key concepts such as neural network training, optimization, and data handling. The examples cover a range of topics including supervised learning, generative models, and reinforcement learning, making it a valuable resource for both beginners and experienced practitioners. ...
    Downloads: 0 This Week
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  • 13
    Fragmentation

    Fragmentation

    A powerful library to manage fragmentation on Android

    ...Added a queue mechanism to completely solve the Fragment multi-touch and extreme transaction problems, and improve stability (at the same time, a new post(Runnable)method is added to allow your custom tasks to be queued).
    Downloads: 0 This Week
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  • 14
    purePDF

    purePDF

    A complete actionscript PDF library

    ...With a modular structure and compatibility with common ActionScript libraries, purePDF delivers flexibility for building rich, document-driven applications. Its comprehensive set of tools makes it suitable for both simple and advanced PDF tasks, from generating tables to handling page transitions and multimedia features. The library is open source, with examples demonstrating its capabilities and a reference PDF showcasing all classes in use.
    Downloads: 0 This Week
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  • 15
    iOSProject

    iOSProject

    iOS project comprising a collection of demos for iOS Apps

    iOSProject is a comprehensive collection of Objective-C and Swift development resources, including reusable components, UI templates, and utility functions to speed up iOS app development.
    Downloads: 0 This Week
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  • 16
    BlurKit

    BlurKit

    The missing Android blurring library

    ...BlurKit is faster than other blurring libraries due to a number of bitmap retrieval and drawing optimizations. We've been logging benchmarks for the basic high-intensity tasks for a 300dp x 100dp BlurView.
    Downloads: 0 This Week
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  • 17
    BatUtil

    BatUtil

    Collection of batch scripts utilities for Windows

    ...Other scripts convert UUP or ESD sources into usable WIM or ISO images and repackage Windows update files. Office-focused tools can install from offline sources, organize update packages, remove Office installations, and handle selected Click-to-Run tasks. Together, the projects provide a practical toolkit for deployment, media preparation, maintenance, and offline servicing workflows.
    Downloads: 0 This Week
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  • 18
    Git menu

    Git menu

    Git recipes in Chinese by Zhongyi Tong

    ...It is designed as a learning and productivity tool for developers who want to improve their version control skills without navigating complex documentation. The project organizes commands into real-world scenarios, making it easier to understand how Git is used in daily development tasks. It likely includes examples for branching, merging, rebasing, and resolving conflicts. The focus is on clarity and usability, allowing users to quickly find solutions to specific problems. It is particularly useful for both beginners and experienced developers who need quick reminders. Overall, git-recipes serves as a hands-on guide for mastering Git workflows.
    Downloads: 0 This Week
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  • 19
    SFD

    SFD

    S³FD: Single Shot Scale-invariant Face Detector, ICCV, 2017

    ...Developed by Shifeng Zhang, S³FD introduces a scale-compensation anchor matching strategy and enhanced detection architecture that makes it especially effective for detecting small faces—a long-standing challenge in face detection research. The project builds upon the SSD framework in Caffe, with modifications tailored for face detection tasks. It includes training scripts, evaluation code, and pre-trained models that achieve strong results on popular benchmarks such as AFW, PASCAL Face, FDDB, and WIDER FACE. The framework is optimized for speed and accuracy, making it suitable for both academic research and practical applications in computer vision.
    Downloads: 2 This Week
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  • 20
    Ponder

    Ponder

    C++ reflection library with Lua binding, and JSON and XML

    ...By wrapping all these concepts into abstract structures, Ponder provides an extra layer of flexibility to programs and allows them to expose and manipulate their data structures at runtime. Many applications can take advantage of Ponder, in order to automate tasks that would otherwise require a huge amount of work. For example, Ponder can be used to expose and edit objects' attributes in a graphical user interface. It can also be used to do automatic binding of C++ classes to script languages such as Python or Lua. Another possible application would be the serialization of objects to XML, text or binary formats. ...
    Downloads: 1 This Week
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  • 21
    Recompose

    Recompose

    React utility belt for function components and higher-order components

    ...Recompose focuses on higher-order components. HoCs are functions that accept a base component and return a new component with additional functionality. They can be used to abstract common tasks into reusable pieces. Recompose provides a toolkit of helper functions for creating higher-order components. Many React libraries end up implementing the same utilities over and over again, like shallowEqual and getDisplayName. Recompose provides these utilities for you. Although Recompose encourages the use of function components whenever possible it works with normal React components.
    Downloads: 0 This Week
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  • 22
    GradlePluginDevelop

    GradlePluginDevelop

    Gradle execution process

    A skeleton or demonstration project for developing Gradle plugins. It contains sample plugin code, project structure, examples of applying plugin logic, extension configuration, and build integration for Gradle plugin development. Gradle execution process, what is DSL, domain-specific language, common usage of Gradle, usage of Gradle advanced plug-ins, Gradle optimization for Android, using Javassist to the next floor, and problems encountered in Gradle development. Demonstration of plugin...
    Downloads: 0 This Week
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  • 23
    cnn-text-classification-tf

    cnn-text-classification-tf

    Convolutional Neural Network for Text Classification in Tensorflow

    The cnn-text-classification-tf repository by Denny Britz is a well-known educational implementation of convolutional neural networks for text classification using TensorFlow, aimed at helping developers and researchers understand how CNNs can be applied to natural language processing tasks. Based loosely on Kim’s influential paper on CNNs for sentence classification, this codebase demonstrates how to preprocess text data, convert words into learned embeddings, and apply multiple convolution filters to extract n-gram features that are then pooled and fed into a classifier. The project includes scripts for training, evaluation, and data handling, making it easy to run experiments on datasets such as movie reviews or other labeled text collections. ...
    Downloads: 0 This Week
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  • 24
    Incanter

    Incanter

    Clojure-based, R-like statistical computing and graphics environment

    Incanter is a Clojure-based, R-like statistical computing and visualization library running on the JVM. It integrates core numerical libraries like Parallel Colt and JFreeChart to deliver data manipulation, modeling, statistical tests, and charting in a REPL-friendly environment. Start by visiting the Incanter website for an overview, check out the documentation page for a listing of HOW-TOs and examples, and then download either an Incanter executable or a pre-built version of the latest...
    Downloads: 0 This Week
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  • 25
    ...Slimgrid allows also one-way synchronization of grid application folders (from the server to workers). This is useful when the grid app has been updated. Slimgrid is very robust. One of his successful mission was to perform more than 140.000 tasks in the grid with 40+ computers located in three different countries (Norway, Germany, Canada) and behind various firewalls (University labs).
    Downloads: 0 This Week
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