Showing 30 open source projects for "personal-build"

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  • 1
    ML for Beginners

    ML for Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

    ...It emphasizes ethical considerations and model evaluation—accuracy is not the only metric—so students learn to validate and communicate results responsibly. By the end, participants can build end-to-end ML experiments, interpret outputs, and iterate with confidence rather than just copying code.
    Downloads: 1 This Week
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  • 2
    Book2_Beauty-of-Data-Visualization

    Book2_Beauty-of-Data-Visualization

    Machine Learning, Criticism and Correction

    ...The material emphasizes visual storytelling and design thinking alongside coding implementation. By combining theory with hands-on plotting exercises, the book helps readers build both analytical and presentation skills. Overall, it is intended as a foundational guide for anyone seeking to produce professional-quality data visualizations.
    Downloads: 0 This Week
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  • 3
    Book3_Elements-of-Mathematics

    Book3_Elements-of-Mathematics

    From Addition, Subtraction, Multiplication, and Division to ML

    ...Its goal is to reduce the intimidation barrier often associated with formal mathematics by combining diagrams, structured explanations, and applied examples. The content is organized progressively so learners can build confidence before moving into more advanced quantitative subjects. It is particularly useful for self-taught developers and students transitioning into technical fields that require mathematical literacy. Overall, the project functions as a bridge between basic math education and more specialized machine learning study.
    Downloads: 0 This Week
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  • 4
    Hello Python

    Hello Python

    Comprehensive tutorial repository aimed at teaching the Python program

    ...In addition, it is accompanied by a practical coding approach (projects) and is maintained as an open-source repository under Apache-2.0 license. It’s ideal for learners who want structured content, hands-on practice, and community guidance to build their Python skills.
    Downloads: 1 This Week
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  • 5
    PocketFlow Tutorial Codebase Knowledge
    PocketFlow Tutorial Codebase Knowledge is a project that demonstrates how to build an AI agent capable of analyzing arbitrary codebases and generating beginner-friendly tutorials that explain how they work, turning complex source code into clear educational content. The repository builds on a lightweight 100-line LLM framework and uses natural language models to inspect repository structures, identify core abstractions, map dependencies, and articulate the reasoning behind code design and interactions. ...
    Downloads: 0 This Week
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  • 6
    Hello SQL

    Hello SQL

    Spanish-language course repository that teaches fundamentals of SQL

    ...The materials emphasize real-world query writing, schema design basics, and the mental model behind SELECT, JOIN, GROUP BY, and subqueries. Learners progress from setup and connection to hands-on exercises that build confidence with CRUD operations and data modeling. The repository’s structure favors incremental learning, with clear folders, references, and exercises you can run locally. It targets absolute beginners as well as developers from other stacks who want a clean, project-based path into SQL.
    Downloads: 0 This Week
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  • 7
    Think Python 2

    Think Python 2

    LaTeX source and supporting code for Think Python, 2nd edition

    ThinkPython2 is the repository for the second edition of Allen Downey’s Think Python textbook, which teaches programming fundamentals in Python to beginners. The code includes all of the example programs, exercises, and supplementary files referenced in the book, allowing learners to run the examples, experiment, and extend them. The repository contains clean, well-commented Python scripts that are easy to follow and map directly to chapters of the text, covering topics like variables,...
    Downloads: 0 This Week
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  • 8
    ktrain

    ktrain

    ktrain is a Python library that makes deep learning AI more accessible

    ktrain is a Python library that makes deep learning and AI more accessible and easier to apply. ktrain is a lightweight wrapper for the deep learning library TensorFlow Keras (and other libraries) to help build, train, and deploy neural networks and other machine learning models. Inspired by ML framework extensions like fastai and ludwig, ktrain is designed to make deep learning and AI more accessible and easier to apply for both newcomers and experienced practitioners. With only a few lines of code, ktrain allows you to easily and quickly. ktrain purposely pins to a lower version of transformers to include support for older versions of TensorFlow. ...
    Downloads: 0 This Week
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  • 9
    Digital Forensics Guide

    Digital Forensics Guide

    Learn all about Digital Forensics and Computer Forensics

    ...It organizes foundational topics such as evidence acquisition, disk and memory analysis, file system structures, network forensics, artifact extraction, timeline generation, and reporting into digestible modules that help build core competency. Alongside conceptual explanations, the guide includes practical examples with widely used tools (like Autopsy, Volatility, Sleuth Kit, and network analysis suites), illustrating how investigations proceed from initial data capture to final analysis. The goal is to provide both a learning path and a quick reference for real-world casework, bridging the gap between academic theory and operational practice.
    Downloads: 3 This Week
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  • 10
    Elementary Algorithms

    Elementary Algorithms

    Book of elementary algorithms and data structures

    ...The 1st edition in Chinese (中文) was published in 2017. I recently switched my focus to the Mathematics of programming, the new book is also available in (github). To build the book in PDF format from the sources, you need the following software pre-installed, TeXLive, The book is built with XeLaTeX, a Unicode friendly version of TeX. You need the GNU make tool, in Debian/Ubuntu like Linux, it can be installed through the apt-get command.
    Downloads: 0 This Week
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  • 11
    Personal Study Planner

    Personal Study Planner

    Python program that create a personalized study plan for your exams.

    # StudyPlanner This is a simple Python program that helps you create a personalized study plan for your exams. It calculates the number of hours and pages you need to study every day to be fully prepared for your exams. # Installation To run the program, you'll need to have Python installed on your computer. You can download it from the official website: https://www.python.org/downloads/ You'll also need to have the following modules installed: * tkinter *...
    Downloads: 0 This Week
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  • 12
    data-science-on-gcp

    data-science-on-gcp

    Source code accompanying book: Data Science on the GCP

    The data-science-on-gcp repository is a comprehensive collection of code examples and end-to-end workflows that accompany the book Data Science on the Google Cloud Platform, designed to teach developers how to build scalable data science and machine learning systems using Google Cloud services. It provides structured, chapter-aligned implementations that guide users through the full lifecycle of a data science project, including data ingestion, storage, processing, analysis, model training, and deployment. The repository is organized into multiple directories that reflect real-world pipelines, such as ingesting data, running SQL-based analytics, streaming data processing, using Spark and Dataproc, applying BigQuery ML, and deploying models with Vertex AI. ...
    Downloads: 1 This Week
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  • 13
    AllenNLP

    AllenNLP

    An open-source NLP research library, built on PyTorch

    ...There is ecosystem of open source plugins, some of which are maintained by the AllenNLP team here at AI2, and some of which are maintained by the broader community. AllenNLP will automatically find any official AI2-maintained plugins that you have installed, but for AllenNLP to find personal or third-party plugins you've installed, you also have to create either a local plugins file named .allennlp_plugins in the directory where you run the allennlp command.
    Downloads: 0 This Week
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  • 14
    Binarytree

    Binarytree

    Python library for studying Binary Trees

    Binarytree is Python library that lets you generate, visualize, inspect and manipulate binary trees. Skip the tedious work of setting up test data, and dive straight into practicing algorithms. Heaps and BSTs (binary search trees) are also supported. Binarytree supports another representation which is more compact but without the indexing properties. Traverse trees using different algorithms.
    Downloads: 0 This Week
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  • 15
    PersonGen

    PersonGen

    A minor Project in Python which uses the RandomUser API .

    A Small Program in Python That Makes Use of RandomUser API To Generate Random Person Data.
    Downloads: 2 This Week
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  • 16
    pytorch-tutorial

    pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

    ...The repository walks users through core concepts such as tensors, autograd, neural network modules, convolutional networks, recurrent networks, and transfer learning. Each section includes runnable code examples that progressively increase in complexity, helping learners build intuition while practicing hands-on implementation. Because the tutorials are concise and practical, the project is widely used in classrooms and self-study environments. Overall, it functions as both a learning curriculum and a quick reference for common PyTorch workflows.
    Downloads: 0 This Week
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  • 17
    Tensorflow and deep learning

    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. The repository covers core neural network concepts such as weights, biases, activation functions, and gradient descent, as well as more advanced techniques like convolutional networks, recurrent networks, and reinforcement learning. It includes multiple hands-on projects, such as handwritten digit recognition, airplane detection in images, and text generation using recurrent neural networks, which demonstrate how different architectures solve real-world problems.
    Downloads: 1 This Week
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  • 18
    NiftyNet

    NiftyNet

    An open-source convolutional neural networks platform for research

    ...NiftyNet’s modular structure is designed for sharing networks and pre-trained models. Using this modular structure you can get started with established pre-trained networks using built-in tools. Adapt existing networks to your imaging data. Quickly build new solutions to your own image analysis problems. NiftyNet currently supports medical image segmentation and generative adversarial networks. NiftyNet is not intended for clinical use.
    Downloads: 0 This Week
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  • 19
    AngelReader

    AngelReader

    An E-book, Audio-book, & Library Loader in One Application

    ...It's in fact three apps integrated into one intuitively portable, cross platform, robust software. The app can be useful for either classroom or office environment; for personal or commercial use; for general learning or access to practical information.
    Downloads: 0 This Week
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  • 20
    Personal Library

    Personal Library

    Acts like a real library with the best user interface on the backpack.

    Stores your favorites Books. Lets you track the Users logged,signed up. Time tracing of system access. Delete, and Add both Categories and Books. No fussy configurations, embedded database with Java Runtime Environment enabled.
    Downloads: 0 This Week
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  • 21
    Learn Python the Hard Way

    Learn Python the Hard Way

    Concise study notes derived from “Learn Python the Hard Way”

    ...The material favors clarity over abstraction, keeping examples runnable and easy to modify in any editor. It works well as a companion to more exhaustive books, giving you a lightweight way to drill fundamentals and build muscle memory.
    Downloads: 0 This Week
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  • 22
    Cospace Dance

    Cospace Dance

    Robot for cospace dance

    A complete set of code to build your own robot for cospace dance using: raspberry pi, arduino, xbee and blender,
    Downloads: 0 This Week
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  • 23
    THIS PROJECT MIGRATED TO GITHUB https://github.com/cosmo-guffa/play-svg A great thanks to SF.net for hosting up until now... it's nothing personal, this just isn't the right tool for the job ;) Project description: pLAySVG is a python library for the development and manipulation of SVG vector graphics through scripting. pLAySVG makes it easy to create graphics based on geometric relationships. It's intended for educational and artistic use.
    Downloads: 0 This Week
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  • 24
    eFlashcard
    eFlashcard is a flexible program designed for the purposes of enhancing vocabulary learning by making it more interactive. "Flashcards" can be custom-written and organized into sets. Sets can be combined to make groupings. Build your library today!
    Downloads: 0 This Week
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  • 25
    The aim of this project is to build the first computer for children (ages 4-14). From OS and apps to hardware.
    Downloads: 0 This Week
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