Search Results for "teaching"
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Showing 426 open source projects for "teaching"
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handson-ml
Teaching you the fundamentals of Machine Learning in python
handson-ml hosts the notebooks for the first edition of the same hands-on ML book, reflecting the tooling and idioms of its time while teaching durable concepts. It walks through supervised and unsupervised learning with scikit-learn, then introduces deep learning using the earlier TensorFlow 1 graph-execution style. The examples underscore fundamentals like bias-variance trade-offs, regularization, and proper validation, grounding learners before they move to deep nets. -
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Credo
A static code analysis tool for the Elixir language
Credo is a static code analysis and linting tool for the Elixir language, with an emphasis on promoting code consistency, teaching best practices, and helping developers identify refactoring opportunities, style inconsistencies, and potentially problematic code patterns. Elixir plugin for JetBrains IDEs (IntelliJ IDEA, Rubymine, PHPStorm, PyCharm, etc). Checks your code from style to security, duplication, complexity, and also integrates with coverage. -
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MathJax
Beautiful and accessible math in all browsers
...MathJax provides tools to transform your content from traditional print sources into modern, accessible web content and ePubs. The MathJax team is available to train your staff in using our resources for preparing online teaching material and creating accessible STEM content. MathJax is highly flexible and can be tailored to the needs of your institution by creating customized configurations and specialized software workflows. MathJax uses CSS with web fonts or SVG, instead of bitmap images or Flash, so equations scale with surrounding text at all zoom levels. ... -
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Book5_Essentials-Probability-Statistics
The book 5 of statistics in simplicity
Book5_Essentials-of-Probability-and-Statistics is a Visualize-ML educational volume that introduces the statistical and probabilistic concepts underpinning modern data analysis and machine learning. The repository explains topics such as distributions, sampling, inference, and uncertainty using visual demonstrations and intuitive narratives. Its teaching philosophy prioritizes conceptual clarity over heavy formalism, making statistical thinking more approachable for beginners. The material connects probability theory directly to real analytical workflows, helping learners understand how statistics supports predictive modeling. Like the other books in the series, it blends mathematical explanation with Python-based experimentation. ... -
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HTML CSS
Curso de HTML5 e CSS3
Tutorial, teaching, or resource collection on HTML and CSS, aimed at beginners. It likely contains sample websites, examples of markup, styling, exercises, and reference materials related to web front-end development using HTML and CSS. CSS styling samples and layout demonstrations. Educational documentation (README, explanations). Structured project examples (e.g. small websites). -
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IntelliJ-IDEA-Tutorial
Tutorial repository focused on teaching IntelliJ IDEA
IntelliJ-IDEA-Tutorial is a Simplified Chinese tutorial repository focused on teaching IntelliJ IDEA and related JetBrains IDEs. It covers installation, first-run setup, interface configuration, themes, fonts, file encoding, project concepts, shortcuts, debugging, refactoring, Maven usage, version control, templates, database tools, and plugin recommendations. The guide supports multiple versions of IntelliJ IDEA and also includes related JetBrains tools such as WebStorm, PhpStorm, PyCharm, RubyMine, Android Studio, CLion, GoLand, and DataGrip. ... -
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virgosun teaching support
Mentor, code c, c++, java, go, php, swift, .. DevSecOps virtual lab, .
Menor, code c, c++, java, python, go, php, swift, .., DevSecOps virtual lab, .. This software is provided as a demonstration build. Redistribution of the binary is allowed for academic evaluation only. More previously completed projects will be released incrementally as executable packages are rebuilt for public distribution. www.youtube.com/embed/fzoISpZv5d0?rel=0 -
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Leemons
The Powerful, user-friendly, open source Learning Experience platform
The ultimate open source learning platform. The only tool that supports the most successful teaching methodologies: is project-based learning, role-playing, cooperative, flipped classroom, design thinking, etc. Turn your institution into an innovative space for knowledge exploration and construction. Make it easier for students and teachers to interact about their activities. Manage tasks with Kanban: keep students focused on their next task Project-based learning has never been easier: cross-curricular activities where teachers and students work together. ... -
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machine-learning-refined
Master the fundamentals of machine learning, deep learning
machine-learning-refined is an educational repository designed to help students and practitioners understand machine learning algorithms through intuitive explanations and interactive examples. The project accompanies a series of textbooks and teaching materials that focus on making machine learning concepts accessible through visual demonstrations and simple code implementations. Instead of presenting algorithms purely through mathematical derivations, the repository emphasizes geometric intuition, visualization, and step-by-step experimentation. It includes Jupyter notebooks and scripts that illustrate core machine learning topics such as regression, classification, optimization methods, and neural networks. ... -
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eduOS-rs
A teaching operating system written in Rust
eduOS-rs is a teaching operating system written in Rust, developed by RWTH Aachen University to support courses on systems programming and operating systems. It serves as a practical and educational tool that demonstrates key OS concepts like memory management, multitasking, privilege separation, and system call handling in a safe and modern language. -
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jsconsole
Web based console - for presentations and workshops
jsconsole is a web-based interactive JavaScript console designed to make it easy to run and present live JavaScript code directly in the browser, which is especially handy for workshops, presentations, and remote debugging scenarios. It provides an in-browser REPL-style environment where you can type JS expressions and see output instantly, making it useful for teaching, debugging snippets, or demonstrating ideas without setting up a local development environment. One hallmark of jsconsole is its remote debugging support: you can connect a remote browser or device to your console session and receive console output or even execute commands in that context, which simplifies diagnosing problems on devices you don’t have physically in front of you. ... -
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Visual Blocks
Visual Blocks for ML is a Google visual programming framework
...It lets you connect sources, transforms, models, and visualizers into a live graph, so changes propagate instantly and results are observable without writing glue code. Under the hood it leans on web-friendly runtimes (e.g., WebGPU/WebGL/WebNN or TensorFlow.js backends) to execute pipelines locally, which is great for demos, teaching, and privacy-sensitive prototypes. The block abstraction encourages modularity: you can package a preprocessor, a model, and a postprocessor as a reusable composite for others to slot into their graphs. Because everything lives in the browser, sharing is as simple as exporting a project or link, and collaborators can experiment without installing toolchains. ... -
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Karpathy-Inspired Claude Code Guidelines
A single CLAUDE.md file to improve Claude Code behavior
Karpathy-Inspired Claude Code Guidelines is a curated learning and experimentation repository inspired by the work and teaching philosophy of Andrej Karpathy, designed to help learners build practical competence in deep learning, neural networks, and AI infrastructure. The project organizes a progressive path through exercises, notebooks, code examples, and practical mini-projects that echo Karpathy’s approach to “learning by doing,” where students build core concepts from first principles rather than consuming superficial abstractions. ... -
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Git Katas
A set of exercises for deliberate Git Practice
...The concept is stolen without shame from Schauderhaft.de. Unfortunately, they have not maintained the system - and we need more good Git exercises. The exercises are designed for use when we are teaching Git courses. You should be able to use them as self-contained exercises that will allow you to keep your Git skills sharp. Exercises starting with basic are entry-level - other exercises vary greatly in difficulty. If you are coming to this repository for some basic Git knowledge, we recommend going through the exercises in the following order. ... -
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Orange Data Mining
Orange: Interactive data analysis
...Graphic user interface allows you to focus on exploratory data analysis instead of coding, while clever defaults make fast prototyping of a data analysis workflow extremely easy. Place widgets on the canvas, connect them, load your datasets and harvest the insight! When teaching data mining, we like to illustrate rather than only explain. -
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hhuOS
hhuOS - A small operating system
hhuOS is an educational operating system project developed by students at Heinrich Heine University (HHU) in Düsseldorf, Germany. It is built from scratch in C and Assembly and intended as a teaching tool to help students grasp the foundations of kernel development, memory management, system calls, and multitasking. The project focuses on clarity, modularity, and hands-on experimentation with real OS components, making it suitable for OS development courses or personal exploration. -
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Hello Python
Comprehensive tutorial repository aimed at teaching the Python program
Hello-Python is a comprehensive tutorial repository aimed at teaching the Python programming language from scratch for beginners. It includes over 100 classes and about 44 hours of video instruction, combined with code samples, projects, and a chat community for support. The material covers the fundamentals—variables, data types, loops, functions—as well as intermediate topics like date handling, list comprehensions, file IO, regular expressions, modules, and packages. -
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Handcalcs
Python library for converting Python calculations into rendered latex
Handcalcs is a Python library that auto-renders calculation code in Jupyter notebooks or LaTeX documents with step-by-step symbolic substitution, giving output a “handwritten” feel. It supports cell magics and auto-LaTeX generation via configurable output options. -
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WaterLily.jl
Fast and simple fluid simulator in Julia
WaterLily.jl is a fluid dynamics simulation package in Julia that uses lattice Boltzmann methods (LBM) to simulate incompressible flows and fluid-structure interactions in two dimensions. It is designed for easy use and rapid prototyping of physical systems involving particles, obstacles, and hydrodynamic forces. The package is well-suited for educational purposes, computational physics research, and lightweight fluid simulations. -
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neko
A self hosted virtual browser that runs in docker and uses WebRTC
...Multiple participants can join the same session and see synchronized video and audio in real time. Users can also share control, making it suitable for collaborative browsing, presentations, teaching, debugging, and watch parties. neko is not restricted to browsers and can stream Linux applications, media players, or complete desktop environments. It can also serve persistent or disposable remote workspaces while keeping cookies and sensitive application state on the remote system. Additional use cases include embedded virtual browsers, automation, RTMP broadcasting, recording, and secure access to internal applications. -
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open-slide
A slide framework built for agents
...The platform is designed for modern web-based presentation rendering and may include live previewing, export functionality, and interactive slide behaviors. Its architecture prioritizes extensibility and portability, making it useful for technical presentations, documentation, teaching materials, and collaborative content creation. -
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Maelstrom
A workbench for writing toy implementations of distributed systems
Maelstrom is a distributed-systems workbench by the Jepsen team. It provides standardized JSON-based protocols and test harnesses (via Jepsen) to validate the behavior of custom toy systems—like commutative sets or transactional key-value stores—under simulated failure conditions. You implement your server in any language, connect through stdin/stdout, and the framework injects network disruptions, partitions, and consistency checks. -
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nbmake
Pytest plugin for testing notebooks
Pytest plugin for testing and releasing notebook documentation. To raise the quality of scientific material through better automation. Research/Machine Learning Software Engineers who maintain packages/teaching materials with documentation written in notebooks. -
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sshx
Fast, collaborative live terminal sharing over the web
sshx is a secure, collaborative terminal environment that runs in the browser and enables real-time shared access to a terminal session over the web. It’s designed for use cases like pair programming, remote debugging, teaching, or any scenario where multiple people need to see and interact with the same terminal at the same time. Users can start a session with a simple command and invite others via link, with end-to-end encryption ensuring that the session remains confidential. The interface supports an infinite canvas for arranging multiple terminal panes, real-time remote cursors, automatic reconnection, and predictive local echo to make typing feel fluid even with network latency. ... -
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Natural Language Toolkit
NLTK Source
...The toolkit includes implementations of many foundational NLP algorithms and utilities, enabling developers to perform tasks such as tokenization, stemming, parsing, classification, and semantic reasoning. NLTK was originally developed to support research and teaching in computational linguistics and artificial intelligence, and it has become one of the most influential educational platforms for learning NLP in Python. The project also includes access to numerous linguistic corpora and lexical resources that can be downloaded and used directly in experiments and applications.
