Search Results for "structured basic" - Page 2

48 projects for "structured basic" with 1 filter applied:

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  • 1
    Prompt Engineering Techniques

    Prompt Engineering Techniques

    Collection of tutorials for Prompt Engineering techniques

    Prompt Engineering Techniques is a focused companion repository that teaches prompt engineering systematically, from fundamentals to advanced strategies. It contains around twenty-plus hands-on Jupyter notebooks, each dedicated to a specific technique such as basic prompt structures, prompt templates and variables, zero-shot prompting, few-shot prompting, chain-of-thought, self-consistency, constrained generation, role prompting, task decomposition, and more. The tutorials are designed to be...
    Downloads: 1 This Week
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  • 2
    Professional Programming

    Professional Programming

    A collection of learning resources for curious software engineers

    ...Because it has been maintained for many years, it also acts as a kind of “canon” of articles that many engineers reference throughout their careers. The repository is especially helpful for self-taught developers or those transitioning from junior to senior roles who want a structured reading roadmap instead of random blog posts.
    Downloads: 0 This Week
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  • 3
    Roadmap To Learn Generative AI In 2025

    Roadmap To Learn Generative AI In 2025

    Basic Machine Learning Natural Language Processing Roadmap

    Roadmap To Learn Generative AI In 2025 is a curated learning path focused on contemporary generative AI — covering large language models (LLMs), diffusion-based image generation, prompt engineering, multi-modal AI, fine-tuning techniques, and the practical considerations for deploying generative models. It’s aimed at learners and developers who already have some programming or ML basics and wish to specialize in generative AI, offering a modern, structured plan that reflects the state of the...
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  • 4
    Perfect Roadmap To Learn Data Science

    Perfect Roadmap To Learn Data Science

    Basic To Intermediate Python data science guide

    Perfect Roadmap To Learn Data Science In 2025 is an extended, updated learning pathway curated for the modern data-science landscape — blending classical data-analysis, statistics, machine learning, deep learning, computer vision, NLP, as well as current deployment and MLOps practices to prepare learners for data-science careers in 2025. The roadmap is organized to guide learners systematically: starting with Python fundamentals and math/statistics, then progressing through classical...
    Downloads: 0 This Week
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  • 5
    Python Zero to Hero for DevOps Engineers

    Python Zero to Hero for DevOps Engineers

    Learn Python from DevOps Engineer point of you

    Python Zero to Hero for DevOps Engineers is a structured “Python Zero to Hero for DevOps Engineers” course laid out as a day-by-day learning path. The repository is organized into Day-01 through Day-19 folders plus a small sample app, which makes it very easy to follow in sequence like a bootcamp. The curriculum starts with Python installation, environment setup, and writing your first script, then quickly moves into data types, strings, regular expressions, variables, and functions. It...
    Downloads: 4 This Week
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  • 6
    From Zero to Research Scientist guide

    From Zero to Research Scientist guide

    Detailed and tailored guide for undergraduate students

    From-0-to-Research-Scientist-resources-guide is an open-source educational roadmap that helps learners progress from basic programming knowledge to becoming a research scientist in artificial intelligence. The repository focuses primarily on deep learning and natural language processing, providing structured guidance for individuals who want to pursue research careers in these fields. It compiles recommended courses, textbooks, tutorials, and academic resources needed to build expertise in machine learning research. ...
    Downloads: 0 This Week
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  • 7
    React Projects

    React Projects

    Collection of React example / tutorial projects

    ...Each project is self-contained and demonstrates specific techniques—hooks for state and effects, context for global state, custom hooks for reuse, and reducer patterns for complex updates. The codebases include common UI tasks like forms, modals, lists, filtered search, and pagination, along with data fetching and basic routing where appropriate. Because every project focuses on a narrow set of concepts, learners can clone a single folder, run it, and grasp the idea without wading through a monolith. The examples are structured to be approachable yet idiomatic, encouraging good habits while staying close to what developers actually build. Over time, the collection functions as a portfolio of reference implementations that students and practitioners can adapt to new projects.
    Downloads: 0 This Week
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  • 8
    Python Data Science Handbook

    Python Data Science Handbook

    Python Data Science Handbook: full text in Jupyter Notebooks

    The Python Data Science Handbook is a comprehensive collection of Jupyter notebooks written by Jake VanderPlas covering fundamental Python libraries for data science, including IPython, NumPy, Pandas, Matplotlib, Scikit-Learn and more. The project is designed for data scientists, researchers, and anyone transitioning into Python-based data work; it assumes you already know basic Python and focuses more on how to use the ecosystem effectively. Each chapter is a standalone Jupyter notebook,...
    Downloads: 10 This Week
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  • 9
    Reinforcement-learning

    Reinforcement-learning

    Implementation of Reinforcement Learning Algorithms. Python, OpenAI

    ...For each algorithm category, the repository pairs conceptual descriptions with runnable code and often illustrated exercises that help solidify understanding by bridging theory with practice. It’s structured to serve learners progressing from basic tabular methods to function approximation and deep learning extensions, making it suitable for students, researchers, or practitioners exploring reinforcement learning fundamentals.
    Downloads: 0 This Week
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  • 10
    Ambulatorio

    Ambulatorio

    Web-based outpatients managing software

    "Ambulatorio" is a server-based outpatients managing software written in PHP and MySQL. The user interface, made of HTML, CSS and small chunks of Javascript, is basic and in Italian only. Probably the main peculiarity is that I am a medical doctor and I programmed it to meet my professional requirements, without asking an expert programmer to translate what I need for my clinical practice. Lucio Marinelli
    Downloads: 1 This Week
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  • 11
    Machine Learning Glossary

    Machine Learning Glossary

    Machine learning glossary

    Machine Learning Glossary is an open educational project that provides clear explanations of machine learning terminology and concepts through visual diagrams and concise definitions. The goal of the repository is to make machine learning topics easier to understand by presenting definitions alongside examples, visual illustrations, and references for further learning. It covers a wide range of topics including neural networks, regression models, optimization techniques, loss functions, and...
    Downloads: 0 This Week
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  • 12
    pyTorch Tutorials

    pyTorch Tutorials

    Build your neural network easy and fast

    pyTorch Tutorials is an open-source collection of hands-on tutorials designed to teach developers how to build neural networks with the PyTorch framework. It covers the fundamentals of PyTorch from basic tensor operations to constructing full neural network models, making it suitable for beginners and intermediate learners alike. The project is structured around clear, executable Python scripts and Jupyter notebooks that demonstrate regression, classification, convolutional networks, recurrent networks, autoencoders, and generative adversarial networks, which gives learners practical exposure to real machine learning tasks. ...
    Downloads: 0 This Week
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  • 13
    glfx.js

    glfx.js

    An image effects library for JavaScript using WebGL

    ...Because the work is done on the GPU, many effects that would be too slow in pure JavaScript (like complex blurs, lens effects, or tilt-shift) can run interactively, even on large images. The library is structured around three components: textures (image sources), filters (shader pipelines), and canvases (render targets), making it easy to compose multiple effects. A demo page showcases a variety of filters, from basic brightness/contrast adjustments to more advanced distortions and color manipulations. glfx.js remains a handy reference and solution for anyone needing client-side photo editing, visual effects, or generative graphics powered by WebGL.
    Downloads: 0 This Week
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  • 14
    Sklearn TensorFlow

    Sklearn TensorFlow

    Sklearn and TensorFlow: A Practical Guide to Machine Learning

    ...It aims to make practical machine learning education more accessible to Chinese-speaking learners by translating the technical explanations, examples, and exercises from the original English material. The repository organizes the content as structured documentation that can be compiled into multiple formats such as HTML, PDF, EPUB, and MOBI, allowing users to read the material both online and offline. It focuses on teaching core machine learning concepts using Python while demonstrating practical workflows with popular libraries like Scikit-Learn and TensorFlow. The material covers topics ranging from basic machine learning theory to deep learning techniques and model evaluation, enabling learners to build and experiment with models step by step.
    Downloads: 0 This Week
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  • 15
    Tensorflow 2017 Tutorials

    Tensorflow 2017 Tutorials

    Tensorflow tutorial from basic to hard

    Tensorflow 2017 Tutorials is a structured set of tutorials that introduce developers to TensorFlow, starting with basic neural network constructs and progressing to sophisticated model architectures and training techniques. This repository covers essential building blocks like sessions (for older TF versions), placeholders, variables, activation functions, and optimizers, before guiding learners through building end-to-end models for regression, classification, and data pipelines. ...
    Downloads: 0 This Week
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  • 16
    tinyraycaster

    tinyraycaster

    486 lines of C++: old-school FPS in a weekend

    ...The codebase is structured as a learning resource, guiding users through the process of building a basic game engine from scratch. It is particularly useful for those interested in retro game development or low-level graphics programming. Overall, tinyraycaster offers a concise and accessible introduction to real-time rendering techniques used in early 3D games.
    Downloads: 1 This Week
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  • 17

    breedfile

    livestock management database

    BreedFile is a database software designed to help the amateur stockbreeder get hold of its livestock's data. All information related to the animals can be entered and archived into the BreedFile database: basic data like birth date, sex, identifier, etc but also more complex intelligence like genetic characteristics or medical history. Such information, held inside a structured database can be of colossal help when it comes, for example, to choosing the most optimal breeders for planning future generations of the livestock.
    Downloads: 0 This Week
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  • 18
    JCSprout

    JCSprout

    Basic, concurrent algorithm

    JCSprout is a curated learning path for Java engineers that mixes concise notes, diagrams, and runnable examples to cover core computer science and JVM topics. It walks readers through data structures and algorithms, networking fundamentals, Java concurrency, JVM memory model and GC, and common interview problem patterns. The repository emphasizes understanding over memorization, linking conceptual summaries with small code artifacts that can be compiled and profiled. It also highlights best...
    Downloads: 0 This Week
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  • 19

    JILRuntime/JewelScript

    An object-oriented script language to embed in any application

    A general purpose, object-oriented script language that compiles into code for a register based virtual machine. The language is quite similar to object-oriented high-level languages like Java and C#. The library is entirely self-sufficient and ANSI C compliant. It's main purpose is to be embedded in any application to allow automation of that application through scripting. An integrated C++ binding code generator allows you to create bindings for your application's classes in seconds....
    Downloads: 0 This Week
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  • 20
    react-native-login

    react-native-login

    An example React Native project for client login authentication

    This project is an example application built with React Native that demonstrates how to implement client login authentication in a mobile context. It shows how to integrate WebViews or native modules to handle login flows, fetch tokens, and manage persistent user sessions across platforms (iOS and Android). Because mobile authentication flows often involve more complexity than web—such as secure storage, token renewal, and redirect handling—the example gives a scaffold for real-world usage....
    Downloads: 0 This Week
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  • 21

    RELATED - REmotes LAboraTories extenED

    Java Framework for developing of remote/virtual laboratories

    RELATED framework proposes a structured methodology of remote/virtual labs development and, also, provides common facilities as user management, booking, basic visualization (trend graphs and direct interaction using interactives variables), data logging and experimental session’s control. In order to get these facilities, an RLAB (Remote LABoratory) system it defined using a formal specification of a virtual or remote laboratory (based on XML and used to structure components for laboratory). ...
    Downloads: 0 This Week
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  • 22
    JBasic is a traditional BASIC language intepreter written in Java for command line or embedded use. It supports conventional original DOS and MSBASIC syntax, plus some modern extensions for supporting threads, JDBC, etc. JBasic can be run directly from a shell.
    Downloads: 3 This Week
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  • 23
    Yabasic is a free, multi-platform implementation of a traditional command-line BASIC programming language interpreter. It is small, feature-rich, and easy-to-use, with numerous useful features and facilities for structured programming.
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    Downloads: 6 This Week
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