Search Results for "educational projects" - Page 4
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Showing 138 open source projects for "educational projects"
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scikit-learn tips
50 scikit-learn tips
scikit-learn-tips is an educational repository that collects practical advice and best practices for using the scikit-learn machine learning library effectively. The project consists of short explanations and examples that highlight common patterns, pitfalls, and techniques used when building machine learning workflows in Python. Each tip typically demonstrates how specific components of scikit-learn, such as pipelines, preprocessing utilities, or model evaluation tools, should be applied in real projects. -
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Graphics Workshop
Learn computer graphics by writing GPU shaders
Graphics Workshop is an educational computer graphics repository built around writing GPU shaders. It teaches graphics concepts through interactive two-dimensional and three-dimensional browser projects. The workshop covers topics such as fragment shaders, procedural textures, rasterization, lighting, stylized rendering, and real-time ray tracing. It is designed so learners can focus on shader code while the surrounding WebGL and JavaScript harness is already provided. ... -
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Machine Learning & Deep Learning
machine learning and deep learning tutorials, articles
Machine Learning & Deep Learning Tutorials is an open-source repository that provides practical tutorials demonstrating how to implement machine learning and deep learning models using popular frameworks such as TensorFlow and PyTorch. The project focuses on helping learners understand machine learning through hands-on coding examples rather than purely theoretical explanations. Each tutorial walks through the process of building and training models for tasks such as image classification,... -
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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... -
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pySioGame / eduActiv8
Educational Activities for Kids
The pySioGame project has been renamed to eduActiv8 - please visit the new project page at https://sourceforge.net/projects/eduactiv8/ More info available at http://www.eduactiv8.org Packages for multiple Linux distributions of eduActiv8 are available from: https://software.opensuse.org//download.html?project=home%3Aimiolek-i&package=eduactiv8 -
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jsoncat
Lightweight HTTP framework built in Java
...The code has detailed comments (recently translated or annotated for Chinese readers), making it a practical study project for learning network programming, middleware design, and handler chains. Projects like this are especially useful for backend engineers or Java learners who want to demystify how web servers and routing frameworks work at a low level. -
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Flutter Dojo
A beautiful design and useful project
...The project emphasizes hands-on learning by presenting working examples that can be modified and extended directly. It also demonstrates best practices for organizing Flutter code and structuring scalable UI projects. -
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Tensorflow and deep learning
A crash course in six episodes for software developers
Tensorflow and deep learning repository is an educational deep learning crash course designed to help software developers quickly understand and apply machine learning concepts without requiring advanced academic background. It is structured as a series of guided lessons that combine theoretical explanations, practical examples, and runnable code, allowing learners to build intuition while actively experimenting with models. -
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Top deep learning Github repositories
Top 200 deep learning Github repositories sorted by stars
Top-Deep-Learning is a curated repository that aggregates some of the most influential and widely used deep learning projects available on GitHub. Instead of providing its own machine learning models or frameworks, the project functions as an organized index that helps users discover high-quality deep learning repositories across different application domains. The repository categorizes projects related to neural networks, computer vision, natural language processing, reinforcement learning,... -
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Design Patterns Written in Unity3D
All Gang of Four Design Patterns written in Unity C#
...It emphasizes clean code practices and modular design, helping developers build more robust and reusable components. The project also explains the reasoning behind each pattern, making it educational as well as practical. By focusing on Unity-specific use cases, it addresses challenges unique to game development workflows. Overall, it provides a valuable reference for improving code quality in Unity projects. -
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TensorFlow Machine Learning Cookbook
Code for Tensorflow Machine Learning Cookbook
...By combining theoretical explanations with executable code, the project helps developers understand how TensorFlow algorithms operate internally while also providing working examples that can be adapted for real projects. -
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9cc C compiler
A Small C Compiler
9cc is a small and educational C compiler designed to demonstrate the internal workings of a compiler while still being capable of compiling meaningful programs. It serves as a continuation of Rui Ueyama’s series of compiler projects, focusing on clarity and incremental development rather than production-level optimization. The compiler implements essential stages such as lexical analysis, parsing, semantic analysis, and code generation, providing a complete pipeline from source code to executable output. ... -
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Flutter UI Challenges
Updated for Flutter 3.x ** 100+ Professional UI implementations
flutter_ui_challenges is a collection of Flutter UI designs and implementations showcasing various layouts, patterns, and widget usages. It serves as a playground and reference for developers wanting to learn how to replicate complex mobile UI elements in Flutter. The repository includes dozens of screens like onboarding flows, e-commerce pages, profiles, dashboards, and animated components. Each example demonstrates how to combine core Flutter widgets with creative styling and transitions... -
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nunuStudio
Web powered cross-platform 3D, WebXR game engine
nunuStudio is an open-source editor + game development environment — a “studio” rather than just a library — designed to let developers create interactive 2D and 3D content through a user-friendly interface. It provides visual tools for scene editing, asset management, materials, and possibly scripting, aiming to reduce the friction of hand-coding every aspect from scratch. As an accessible entrypoint to game or interactive content creation, nunuStudio is well-suited for artists, designers,... -
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Superpowers
Extensible HTML5 app for real-time collaborative projects
...Because Superpowers Core is engine-agnostic, it can be extended with project types and plugins, making it adaptable for games, apps, websites, and other interactive experiences. The core supports live previews, real-time synchronization, and flexible project structures, which makes it appealing for both educational use and small-team game development. -
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smartcoffee
A picture worth a 1000 words
...For sponsors, donors, technical matter, please contact the Author https://sourceforge.net/projects/wallpaperlivesyncpcbingandro -
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css3-
CSS3 implements various 3D && 3D planetary animation effects
...It covers a wide range of topics including animations, layout tricks, transitions, and creative visual compositions. The project is structured as a reference-style showcase where each example isolates a specific technique, making it easy to study and adapt into real projects. Its educational value lies in revealing non-obvious CSS behaviors and encouraging deeper mastery of the styling layer. Overall, css3- serves as a comprehensive learning and inspiration resource for developers seeking to master advanced CSS3 techniques. -
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MixItUp 3
Library for animated filtering, sorting, insertion, removal and more
...MixItUp plays nice with your existing HTML and CSS, making it a great choice for responsive layouts and compatible with inline-flow, percentages, media queries, flexbox and more. MixItUp is open source and free to use for non-commercial, educational and non-profit use. For use in commercial projects, a commercial license is required. Most commonly, MixItUp is applied to a "container" of "target" elements, which could be a portfolio of projects, a list of blog posts, a selection of products, or any kind of UI where filtering and/or sorting would be advantageous. Targets can be filtered using any valid selector e.g. '.category-a', and are sorted via optional custom data attributes e.g. ... -
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PyQt5 Apps
Some useful apps based on PyQt5
...The applications demonstrate how to integrate multimedia, file handling, and system interaction features within PyQt environments. It emphasizes modular design, allowing developers to reuse components and adapt them for their own projects. The codebase is structured to highlight best practices in GUI development while remaining approachable for beginners. Overall, it functions as both a toolkit and an educational reference for PyQt development. -
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matchMedia() polyfill
matchMedia polyfill for testing media queries in JS
...The project was used by tools such as Respond.js, FormFactor, and Modernizr, which reflects its role in older responsive web development workflows. It is most relevant for legacy browser support, educational reference, and projects that need to understand how JavaScript-based media query testing worked before broad native support. -
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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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voice-elements
Web Component wrapper to the Web Speech API
...Because it is based on the browser’s native Web Speech API, it does not require external services, although support can vary across browsers. voice-elements is particularly handy for prototypes, educational projects, and small apps. -
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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,... -
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Dictionary
A JSON representation of Webster's Unabridged Dictionary
...Since it relies on WordNet data, it provides accurate and widely accepted definitions. The repository also includes usage examples that demonstrate how to incorporate the module into JavaScript projects. As an open source utility, dictionary can be extended or customized to suit different natural language processing or educational applications. -
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rtl_adsb delphi xe8 port
Delphi port of rtl_adsb osmocom's decoder
...I just used own rtlsdr.dll wrapper and ported all the other code from rtl_adsb.c to delphi style, so all the decoder routine copyrights are owned by it's authors. This project is a demo software (but doing things) for educational purposes. Place 2 files from osmocom's librtlsdr windows build http://sdr.osmocom.org/trac/attachment/wiki/rtl-sdr/RelWithDebInfo.zip rtlsdr.dll libusb-1.0.dll into the same folder and then run rtl_****read_adsb.exe Go to https://sourceforge.net/projects/rtl-adsb-delphi-xe8-port/files/?source=navbar section to download full sources zip.
