Showing 80 open source projects for "tutorials"

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  • 1
    TensorFlow Examples

    TensorFlow Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

    TensorFlow Examples is a comprehensive repository of example implementations, tutorials, and reference code intended to help newcomers and intermediate learners dive into TensorFlow quickly. It contains both Jupyter notebooks and raw source code, covering a broad range of tasks: from basic machine-learning and neural-network models to more advanced use cases, using both TensorFlow v1 and v2 APIs. For clarity and educational value, each example is accompanied by explanatory comments or markdown cells to illustrate what the code does and why — a design that makes it especially suitable for self-learners or students following along with real data. ...
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  • 2
    TensorNetwork

    TensorNetwork

    A library for easy and efficient manipulation of tensor networks

    ...The library provides automatic path finding and cost estimation, exposing when contractions will explode in memory and suggesting better orders. Because it supports backends such as NumPy, TensorFlow, PyTorch, and JAX, the same model can run on CPUs, GPUs, or TPUs with minimal code changes. Tutorials and visualization helpers make it easier to understand how network topology affects expressive power and computational cost.
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  • 3
    ReinventCommunity

    ReinventCommunity

    Jupyter Notebook tutorials for REINVENT 3.2

    This repository is a collection of useful jupyter notebooks, code snippets and example JSON files illustrating the use of Reinvent 3.2.
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  • 4
    earthengine-py-notebooks

    earthengine-py-notebooks

    A collection of 360+ Jupyter Python notebook examples

    earthengine-py-notebooks is a comprehensive collection of hundreds of Jupyter Python notebooks that serve as examples and tutorials for using the Google Earth Engine Python API. These notebooks are organized into thematic areas such as image processing, machine learning, visualization, filtering, and asset management, exposing users to real geospatial analysis tasks. The repository makes it easier to explore Earth Engine’s large geospatial data catalog, interactively display map layers, and generate visual insights without the need for external GIS software by leveraging interactive widgets and mapping libraries. ...
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  • 5
    TFLearn

    TFLearn

    Deep learning library featuring a higher-level API for TensorFlow

    ...It was designed to provide a higher-level API to TensorFlow in order to facilitate and speed up experimentations while remaining fully transparent and compatible with it. Easy-to-use and understand high-level API for implementing deep neural networks, with tutorials and examples. Fast prototyping through highly modular built-in neural network layers, regularizers, optimizers, and metrics. Full transparency over Tensorflow. All functions are built over tensors and can be used independently of TFLearn. Powerful helper functions to train any TensorFlow graph, with support of multiple inputs, outputs, and optimizers. ...
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  • 6
    PyCBC

    PyCBC

    Learn how to use PyCBC to analyze gravitational-wave data

    ...Below we give links to the tutorials that should directly work in Google Colab, however.
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  • 7
    Top Deep Learning Projects

    Top Deep Learning Projects

    A list of popular github projects related to deep learning

    ...Rather than being a library itself, it serves as a curated roadmap and reference guide for anyone exploring the deep learning ecosystem — from beginners to experienced practitioners. By aggregating high-star projects across frameworks (TensorFlow, PyTorch), tools (computer vision, NLP, reinforcement learning), tutorials, and research code, it helps users quickly discover reputable and well-maintained repositories. This way one can survey state-of-the-art projects, find learning resources, or pick stable libraries for production — without manually sifting through hundreds of repos. The repository is openly licensed under MIT, making it easy to fork, extend, or contribute updates (e.g. adding newer projects or reordering by recent popularity).
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  • 8
    ArangoDB Interactive Tutorials

    ArangoDB Interactive Tutorials

    Repository for all ArangoDB interactive tutorial notebooks

    Choose your favored cloud platform with ArangoGraph, a full-managed, scalable, and high-performance graph database service that delivers the added value of an integrated document store, full-text search engine, and geospatial capabilities. This unified solution offers seamless, hassle-free management of these diverse data models and types, relieving you of operational overhead and allowing you to focus on innovation and development. Run on ANY system. Plus, ArangoDB supports Kubernetes...
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  • 9
    Flutter Example Apps

    Flutter Example Apps

    Basic Flutter apps, for flutter devs

    FlutterExampleApps is a curated repository of Flutter application source code and demos intended to help developers learn Flutter development through real-world examples and practical implementations of common app patterns. Instead of being a single app, it consists of dozens of example projects including clones of popular apps, utility apps, interactive UIs, and Flutter integrations with plugins and device features, covering topics from basic widgets to Firebase integration and responsive...
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  • 10
    JavaEETest

    JavaEETest

    Spring, SpringMVC, MyBatis, Spring Boot cases

    ...The project contains many small self-contained demo modules that demonstrate specific concepts such as dependency injection, MVC routing, ORM mapping, transaction management, caching, security configuration, and database interaction. It provides ready-to-run code that learners can inspect to understand how Java web apps are structured and how these frameworks collaborate under the hood. Tutorials and example code include working with REST APIs, session management, dynamic SQL with MyBatis, annotation-driven Spring configuration, and more advanced features like caching and Spring Security. Because it includes numerous cases, from beginner-level to more sophisticated scenarios, it’s widely used as a reference for both students and practicing developers refining their skills.
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  • 11
    Go + hardware

    Go + hardware

    A directory of hardware related libs, tools, and tutorials for Go

    Go + hardware is a curated directory of libraries, tools, and tutorials that help developers use the Go programming language in hardware and embedded systems projects. Rather than being a single runtime library, the repository serves as a knowledge hub that aggregates resources for interacting with sensors, boards, and low-level devices using Go. It highlights Go’s cross-compilation capabilities and concurrency primitives, which are advantageous when building networked devices or controllers. ...
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  • 12
    Personal Blog

    Personal Blog

    One article per week, the content is concise, neither salty nor light

    Personal Blog holds the source structure and article index for the author’s personal technical blog, which is closely tied to the “芋道源码” WeChat public account. It uses Markdown files and a static-site setup (with configuration like _config.yml) to organize posts about Java back-end engineering, distributed systems, and source-code deep dives. The README and index emphasize that the blog (in this repo) is paused and that new content is primarily delivered via the WeChat channel, but the...
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  • 13
    Keras resources

    Keras resources

    Directory of tutorials and open-source code repositories

    Keras resources is a curated directory of tutorials, projects, and educational materials designed to help developers learn and work effectively with the Keras deep learning library. It aggregates a wide range of resources, including beginner guides, advanced tutorials, code examples, and third-party tools, all organized into a single reference hub. The repository covers diverse topics such as image classification, natural language processing, reinforcement learning, and generative models, providing both theoretical and practical insights. ...
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  • 14
    PyTorch Book

    PyTorch Book

    PyTorch tutorials and fun projects including neural talk

    This is the corresponding code for the book "The Deep Learning Framework PyTorch: Getting Started and Practical", but it can also be used as a standalone PyTorch Getting Started Guide and Tutorial. The current version of the code is based on pytorch 1.0.1, if you want to use an older version please git checkout v0.4or git checkout v0.3. Legacy code has better python2/python3 compatibility, CPU/GPU compatibility test. The new version of the code has not been fully tested, it has been tested...
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  • 15
    DataScienceR

    DataScienceR

    a curated list of R tutorials for Data Science, NLP

    The DataScienceR repository is a curated collection of tutorials, sample code, and project templates for learning data science using the R programming language. It includes an assortment of exercises, sample datasets, and instructional code that cover the core steps of a data science project: data ingestion, cleaning, exploratory analysis, modeling, evaluation, and visualization. Many of the modules demonstrate best practices in R, such as using the tidyverse, R Markdown, modular scripting, and reproducible workflows. ...
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  • 16
    TensorFlow World

    TensorFlow World

    Simple and ready-to-use tutorials for TensorFlow

    This repository aims to provide simple and ready-to-use tutorials for TensorFlow. The explanations are present in the wiki associated with this repository. There are different motivations for this open source project. TensorFlow (as we write this document) is one of / the best deep learning frameworks available. The question that should be asked is why has this repository been created when there are so many other tutorials about TensorFlow available on the web?
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  • 17
    Python in neuroscience

    Python in neuroscience

    Collection of tutorials about methods of computational neuroscience

    "Python in neuroscience" is a collection of collaboratively edited tutorials on computational neuroscience methods using Python language. Each tutorial is presented as a literate programming tutorial mixing text, code, and figures. The tutorials offer an introduction to basic methods of computational neuroscience and scientific programming in Python. They are authored in the environment called Jupyter Notebook -- you can even try it in your browser.
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  • 18
    Collection of various websites

    Collection of various websites

    Collection of various websites

    ...The content is organized by topic or theme, making it easy to browse and discover new resources related to specific interests. Contributors and users often update the collection to include trending articles, tutorials, and guides from various parts of the web. In addition to general tech links, there are often references to coding tutorials, open source software tools, and thought-provoking posts about software engineering practices and trends.
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  • 19
    graphics-resources

    graphics-resources

    A list of graphic programming resources

    graphics-resources is a curated collection of resources, tools, and references for creative coding and real-time graphics development, aimed at developers working with visual systems, generative art, and interactive media. Rather than being a traditional codebase, it functions as a knowledge hub that aggregates tutorials, libraries, research papers, and inspirational materials across multiple domains such as WebGL, shaders, animation, and design systems. The repository is structured to help developers discover high-quality tools and deepen their understanding of graphics programming ecosystems. It emphasizes practical learning by linking to real implementations and community-driven resources, making it especially useful for both beginners and experienced developers seeking inspiration or solutions. ...
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  • 20
    Awesome Recurrent Neural Networks

    Awesome Recurrent Neural Networks

    A curated list of resources dedicated to RNN

    A curated list of resources dedicated to recurrent neural networks (closely related to deep learning). Provides a wide range of works and resources such as a Recurrent Neural Network Tutorial, a Sequence-to-Sequence Model Tutorial, Tutorials by nlintz, Notebook examples by aymericdamien, Scikit Flow (skflow) - Simplified Scikit-learn like Interface for TensorFlow, Keras (Tensorflow / Theano)-based modular deep learning library similar to Torch, char-rnn-tensorflow by sherjilozair, char-rnn in tensorflow, and much more. Codes, theory, applications, and datasets about natural language processing, robotics, computer vision, and much more.
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  • 21
    Tourist

    Tourist

    Simple, flexible tours for your app

    Tourist is a small library for building guided, step-by-step tours inside web applications, letting developers create interactive walk-throughs that highlight UI elements and explain workflows to end users. It provides a simple API for defining a sequence of steps, each tied to a DOM selector or screen area, with configurable titles, descriptions, next/previous controls, and optional callbacks for custom behavior. The library is designed to be flexible: steps can be triggered...
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  • 22
    ng-demos

    ng-demos

    Variety of angular demos

    ...The repository includes multiple demo projects that showcase different aspects of Angular development, such as component design, routing, data services, and state management. It is intended as a learning resource for developers who want to see practical implementations of concepts discussed in tutorials and style guides. The demos are structured to be easy to understand and experiment with, allowing developers to modify and extend the examples. The project also highlights real-world scenarios, helping users understand how Angular features are applied in production-like environments. It serves as a companion resource to educational materials and presentations by John Papa. ...
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  • 23
    lwjgl-basics

    lwjgl-basics

    LibGDX/LWJGL tutorials and examples

    ...It provides essential utilities for handling textures, shaders, and sprite rendering while maintaining a low-level approach that exposes developers to the underlying graphics concepts. The repository doubles as both a functional library and an educational resource, offering example code and tutorials that demonstrate how modern graphics programming works in practice. Its design philosophy prioritizes simplicity and clarity over feature completeness, making it ideal for learning or prototyping rather than large-scale production systems. The inclusion of test cases and sample scenes allows developers to quickly experiment with rendering techniques and understand how components interact.
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  • 24
    Books (zengfeng)

    Books (zengfeng)

    Collection of scanned/digitized books, tutorials, and source code

    The “books” repository is a collection of scanned / digitized books, tutorials, source code and documents related to Flash / ActionScript 3.0 and graphics/game programming. It includes Chinese translations and source code for AS3 animation, Stage3D tutorials, 3D mathematics, etc. It is more of a resource repository than a software product.
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  • 25

    PDFhelp

    A PDF based replacement for JavaHelp

    PDFhelp is a replacement for the JavaHelp system based on the LGPL version of JPedal PDF library. It lets you to display PDF help content from the web from within your application, using only a few lines of code. There are some tutorials (naturally in PDF format) on the downloads page.
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