Search Results for "concept"
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Showing 46 open source projects for "concept"
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LLM101n
LLM101n: Let's build a Storyteller
...It emphasizes intuition and hands-on implementation, guiding you from tokenization and embeddings to attention, transformer blocks, and sampling. The materials favor compact, readable code and incremental steps, so learners can verify each concept before moving on. You’ll see how data pipelines, batching, masking, and positional encodings fit together to train a small GPT-style model end to end. The repo often complements explanations with runnable notebooks or scripts, encouraging experimentation and modification. By the end, the focus is less on polishing a production system and more on internalizing how LLM components interact to produce coherent text. -
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Hello SQL
Spanish-language course repository that teaches fundamentals of SQL
hello-sql is a beginner-friendly, Spanish-language course repository that teaches the fundamentals of SQL and relational databases through practical examples. It focuses mainly on MySQL for lessons due to its ubiquity in education and professional environments, while also introducing PostgreSQL to broaden learners’ exposure to modern database tooling. The materials emphasize real-world query writing, schema design basics, and the mental model behind SELECT, JOIN, GROUP BY, and subqueries.... -
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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... -
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Learn Regex The Easy Way
Learn regex the easy way
Learn Regex The Easy Way is a hands-on, interactive resource for learning regular expressions (regex) in a step-by-step, incremental way. Rather than just being a reference sheet, it is designed to help you build understanding gradually: you start with the basics like literal matching, then advance through character classes, quantifiers, groups, alternation, lookaheads/lookbehinds, and more advanced regex features. Each lesson is accompanied by examples and clear explanations, so learners... -
Go from Code to Production URL in SecondsSkip the Kubernetes configs. Cloud Run handles HTTPS, scaling, and infrastructure automatically. Two million requests free per month.
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Learn Harness Engineering
Harness engineering official style beginner tutorial
Learn Harness Engineering is an educational repository focused on teaching the principles behind building robust AI agent systems through harness design. It introduces the concept of harness engineering, which involves structuring how agents manage memory, context, and execution rather than relying solely on prompts. The project provides examples, explanations, and patterns for designing reliable, controllable, and scalable agent workflows. It emphasizes modular architecture, reproducibility, and observability in agent systems. ... -
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This repository provides a set of hands-on CSS exercises that accompany the HTML and CSS modules in The Odin Project curriculum. The tasks are designed to be completed at specific points in the course, reinforcing each concept right after it is introduced. Learners are encouraged to use documentation and external resources freely, reflecting real-world workflows rather than rote memorization. Each exercise focuses on practical styling problems, from selectors and specificity to layout techniques like flexbox, grid, and responsive design. The structure supports incremental learning, allowing you to test your understanding, compare against expected outcomes, and iterate until styles match the intended result. ...
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rust-by-practice
Challenging examples, exercises and projects
...Rather than simply listing Rust syntax or language features, it structures its content around progressively complex problems, each designed to illustrate a core Rust concept such as ownership, borrowing, lifetimes, traits, concurrency, zero-cost abstractions, and safe systems programming idioms. The repository aggregates explanations, example code, and interactive practice so that learners build both conceptual understanding and muscle memory writing idiomatic Rust. It’s especially valuable for developers transitioning from other languages who want to truly grok Rust’s unique safety model and performance mindset, because the exercises force you to confront common pitfalls and solutions firsthand. -
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Kubernetes Handbook
Cloud native application architecture practice handbook
Cloud native is a behavioral method and design concept. In its essence, all behaviors or methods that can improve resource utilization and application delivery efficiency on the cloud are cloud-native. The history of cloud computing is a history of cloud native. Kubernetes opened the prelude to cloud native 1.0. The emergence of service mesh Istio led to microservices in the post-Kubernetes era. -
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Beginner JavaScript
Slam Dunk JavaScript
Beginner JavaScript is the companion repository to a hands-on course that teaches modern JavaScript from the ground up using practical exercises and real code. It focuses on fundamentals—variables, types, functions, arrays, objects, DOM manipulation, and events—while introducing ES6+ features in approachable steps. The materials encourage learning by doing, with interactive challenges, starter files, and solutions you can compare against your own attempts. Clear explanations and incremental... -
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Lisp Koans
Common Lisp Koans is a language learning exercise
Lisp Koans is a self-guided learning path for Common Lisp that teaches the language’s idioms through a series of failing tests you progressively make pass. Each koan introduces a concept—symbols, lists, macros, multiple dispatch, reader syntax—then asks you to fill in the blanks and run the suite again. The feedback loop is intentionally tight: fail, reflect, fix, and rerun until the tests become a form of living documentation. Because koans are organized from fundamentals to metaprogramming, learners internalize not just syntax but also Lisp’s philosophy of code-as-data. ... -
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Project: Icarus
A model rocketry project studying temperatures inside the body tube
Project: Icarus is a proof of concept model rocketry research project that brings several individual projects together into a single model rocketry research launch vehicle. This specific project includes an avionics payload, temperature sensors along the body, and a video camera. The sensors record the heat buildup inside the body tube as the solid rocket motor burns and fires the ejection charge. -
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Hello AI World
Guide to deploying deep-learning inference networks
...We’ll provide you with all the tools you need, including easy to follow guides, software samples such as TensorRT code, and even pre-trained network models including ImageNet and DetectNet examples. Follow these directions to integrate deep learning into your platform of choice and quickly develop a proof-of-concept design. -
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Laser Kids
Homemade lasers and the braniac laboratory
...Any laser described in the guides can be build from scratch using only the common accessible resources. You won't need rare crystals, optics, mirrors or anything like this. On the other hand all lasers here are the demo of the concept. (Rather) cheap, quick-and-dirty mockups. Feel free to make for them proper housing and shining handles. My task is simple - to show that lasers ARE simple. Not less not more. -
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EduData
Datasets in Education and convenient interface for dataset
...Each item in the sequence represents one interaction. The first element of the item is the exercise id (in some works, the exercise id is not one-to-one mapped to one knowledge unit(ku)/concept, but in junyi, one exercise contains one ku) and the second one indicates whether the learner correctly answers the exercise, 0 for wrongly while 1 for correctly. -
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raspberry-pi-os
Learning operating system development using Linux kernel and Raspberry
...The operating system, referred to as RPi OS, is inspired by the Linux kernel but remains intentionally minimal to focus on clarity and teaching fundamental OS concepts. Each lesson introduces a kernel feature and demonstrates its implementation within RPi OS, followed by a comparison to how the same concept is realized in the Linux kernel. The repository is structured so that every lesson corresponds to a snapshot of the source code at that stage, making it easier for learners to follow the progression of kernel development. The design of the lessons emphasizes gradual learning, allowing readers without prior OS development experience to understand kernel internals. ... -
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NYT Vote Scraper
Scrapes the NYT Votes Remaining Page JSON
...As a result, this scraper provides transparency and traceability: one can examine the “evolution of results” instead of just a snapshot. The project is inspired by the concept of “git-scraping” popularized by Simon Willison — leveraging version control to store changing datasets. -
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30 Days of Swift
A self-taught project to learn Swift
30DaysofSwift is a challenge-style collection of Swift exercises and learning tasks meant to be tackled over 30 days (or more flexibly). Each “day” introduces a coding problem, concept, or mini project that builds on previous days: for example, fundamentals on day 1, optionals and control flow, Swift data structures, closures, protocol programming, UI interaction, etc., culminating in more advanced topics or sample apps. Solutions, hints, or sample projects accompany many of the prompts, allowing learners to compare approaches or download runnable code. ... -
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Java Tutorial For Beginners
Java Tutorial For Beginners with 500 Code Examples
Java Tutorial for Beginners is a structured educational repository designed to introduce fundamental Java programming concepts through practical examples and guided exercises. It walks learners step by step through core topics such as variables, control structures, object-oriented programming, and basic application development. The content is organized to build understanding progressively, making it accessible for those with little or no prior programming experience. It emphasizes hands-on... -
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RTuinOS
The event based Real-Time Operating System (RTOS) for Arduino
RTuinOS, the event based Real-Time Operating System (RTOS) for Arduino, is now hosted at SourceForge. In this revision, 1.0, the event concept has been generalized. Events can now be broadcasted events, semaphores or mutexes. This permits to implement all the usual inter-task communication patterns. Please refer to the user guide and the diverse code samples for details. The second technical change is a complete revision of the makefile. It has been improved in many aspects and it now supports three host operating systems; the RTuinOS samples (as well as your applications) can be built under Linux, Windows and Mac OS. ... -
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miniBachelor
Mini Version meiner Bachelorarbeit
Diese Mini-Code-Version meiner Bachelorarbeit dient mit ca. 370 Code-Zeilen als Beispiel des Farmer-Worker-Modells. Der C++ Code zeigt die Nutzung von Apache Thrift (zur Verteilung) und glpk (zum Lösen). Der Code besteht im Kern aus folgenden Dateien: - MiniBachelor.thrift: ca. 20 Zeilen IDL beschreibt den Teil, der für Farmer und Worker wichtig ist - Farmer.cpp, Worker.cpp: ca. 200 bzw. 120 Zeilen enthalten die Implementierung. - farmer.conf: praktisch, um nicht alle... -
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labsystem
Web-based eLearning system
For installation see: http://youtu.be/c2SpPjITmGk ...the web based eLearning tool for practical exercises! The system is designed for supporting a special didactic concept for (practical) exercises at universities/ schools/ training centres/ etc. Since 2003 the system is continuously in use at multiple German universities (e.g. http://ilab.net.in.tum.de/, http://ilab2.net.in.tum.de/). More than 800 students worked with the system until 2012! It is getting continuously improved: now we can also export ePubs! -
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Windows Log on Background Changer
Change Your Windows Logon Background with a click.
...Apply your Banners, postings, important news as windows log on background. My or May not work on Windows 7 64 Bit, working on new version. Its Unique Blue Ice UI is new developed concept for single screen application. Please leave your suggestions comments here and at www.rockfordsolutions.in Features: >View background and wallpaper before changing >Change Logon screen with one click >Change wallpapers with one click >Cleanup Button >Update Blue Ice UI for less flicking >New and cool Loading animation >Loading Screen when loading JPG files from folders, etc -
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TML - Text Mining Library for LSA & CMM
TML is a Java Library for LSA and extracting Concept Maps from text
TML has moved to http://www.villalon.cl/tml.html and the code to https://github.com/villalon/tml -
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phpLESSON is a web-based marking system for schools. The concept is that a teacher inputs the marks and the minute they are input, the students can check their marks. It is written in PHP and uses the Pear::DB interface to interact with a database.
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Otodidak
GUI application for learning Linux
Otodidak is a Java application created in click and run concept aimed for learning Linux. Otodidak is dedicated for all newbies in Linux, so they can learn Linux basic quickly and safely. Otodidak created in EXE and Linux format so Windows users can learn Linux without having it. This version is still have only Indonesia interface (no English).
