Showing 319 open source projects for "make"

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  • 1
    Interpretable machine learning

    Interpretable machine learning

    Book about interpretable machine learning

    ...Did it learn generalizable features? Or are there some odd artifacts in the training data which the algorithm picked up? This book will give an overview over techniques that can be used to make black boxes as transparent as possible and explain decisions. In the first chapter algorithms that produce simple, interpretable models are introduced together with instructions how to interpret the output. The later chapters focus on analyzing complex models and their decisions. In an ideal future, machines will be able to explain their decisions and make a transition into an algorithmic age more human.
    Downloads: 4 This Week
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  • 2
    Canvas LMS

    Canvas LMS

    The open LMS by Instructure, Inc.

    ...Rich grading tools like SpeedGrader streamline assessment with rubrics, inline annotations, and audio/video feedback, while the gradebook supports weighting, outcomes, and late/missing policies. A robust API, standards like LTI/IMS Common Cartridge, and SIS integrations make it straightforward to connect Canvas with publisher content, analytics tools, proctoring, and institutional systems. Role-based permissions, accommodations, and accessibility features support diverse learners at scale, and mobile apps keep students engaged on the go.
    Downloads: 25 This Week
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  • 3
    AndBible

    AndBible

    AndBible: Bible Study

    ...The app does not aim to be simply a Bible reader, but focuses on being an advanced tool to do in-depth personal Bible study. This application is developed by Bible readers, for Bible readers. It aims at helping you make your Bible study convenient, deep and fun. The best part about this non-profit community project is that it is open-source, completely free, and contains no advertisements. A few popular Bible versions (of the many available) are KJV, NASB, NET, and also popular commentaries like Matthew Henry and John Gill.
    Downloads: 9 This Week
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  • 4
    reprex

    reprex

    Render bits of R code for sharing, e.g., on GitHub or StackOverflow

    reprex is an R package (from the tidyverse / Posit ecosystem) that helps users make reproducible examples (reprexes) of R code: self-contained, shareable, minimal examples capturing an issue or showing desired behavior. It formats code and its output nicely (often using Markdown or syntax appropriate to posting on forums, GitHub, StackOverflow etc.), handles dependencies, session info, etc. The goal is to make debugging, asking for help, or demonstrating code easier through rigorous reproducible examples. ...
    Downloads: 0 This Week
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  • 5
    Monolog

    Monolog

    Sends logs to files, sockets, inboxes, databases and web services

    ...This library implements the PSR-3 interface that you can type-hint against in your own libraries to keep a maximum of interoperability. You can also use it in your applications to make sure you can always use another compatible logger at a later time. As of 1.11.0 Monolog public APIs will also accept PSR-3 log levels. Internally Monolog still uses its own level scheme since it predates PSR-3. Tidelift delivers commercial support and maintenance for the open source dependencies you use to build your applications. ...
    Downloads: 0 This Week
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  • 6
    Docker-Zero-to-Hero

    Docker-Zero-to-Hero

    Repo to learn Docker with examples

    ...Examples in the examples folder give you hands-on workloads to run so you can see how Docker behaves in real scenarios. The style is beginner-friendly and frequently uses analogies and screenshots to make abstract concepts more relatable, for instance contrasting the size of an Ubuntu container image to a full VM. The repo also links to a full YouTube playlist, so you can learn via video while using the GitHub materials as a companion guide.
    Downloads: 1 This Week
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  • 7
    ML for Beginners

    ML for Beginners

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

    ...Each lesson aims to connect the algorithm to a relatable scenario, reinforcing intuition before diving into parameters, metrics, and trade-offs. The repository includes quizzes, solutions, and instructor materials to make the content usable in classrooms or self-study. 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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  • 8
    JupyterQuiz

    JupyterQuiz

    An interactive Quiz generator for Jupyter notebooks and Jupyter Book

    ...A very hacky solution is available in version 2.7.0a1, which loads MathJax 3 on top of the JupyterLab MathJax version. Use at your own risk! (It can be installed as pip install jupyterquiz==2.7.0a1.) JupyterQuiz is part of my effort to make open source tools for developing modern, interactive textbooks.
    Downloads: 0 This Week
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  • 9
    ThingPulse ESP8266 Weather Station

    ThingPulse ESP8266 Weather Station

    ESP8266 Weather Station library supporting OpenWeatherMap

    ...To get you up and running in no time we created a kit that contains all the necessary parts. By buying this and other kits from us you are funding the maintenance and development of this library. Make sure you use a version of the Arduino IDE which is supported by the ESP8266 platform. If you are using the PlatformIO environment for building, choose one of the available IDE integration or the Atom-based IDE, install libraries 561, 562, and 563 with "platformio lib install", adapt the WeatherStationDemo.ino file to your needs. The simple class uses the header date and time to set the clock. ...
    Downloads: 2 This Week
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  • 10
    Awesome production machine learning

    Awesome production machine learning

    Curated list of awesome open source libraries

    ...Open-source bias audit toolkits for data scientists, machine learning researchers, and policymakers to audit machine learning models for discrimination and bias, and to make informed and equitable decisions around developing and deploying predictive risk-assessment tools.
    Downloads: 0 This Week
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  • 11
    Oppia

    Oppia

    A free, online learning platform to make quality education accessible

    Oppia is an online learning tool that enables anyone to easily create and share interactive activities (called 'explorations'). These activities simulate a one-on-one conversation with a tutor, making it possible for students to learn by doing while getting feedback. Oppia identifies common wrong answers and provides tailored feedback, so that students get a personalized experience. Our lessons keep students engaged through playful characters and use different strategies to solidify their...
    Downloads: 0 This Week
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  • 12
    Marksheet

    Marksheet

    Free tutorial to learn HTML and CSS

    ...The material emphasizes progressive mastery, encouraging learners to build small pages and refine them with better structure and style. It’s a useful reference to revisit after your first projects, reinforcing fundamentals that make larger frameworks easier to learn later.
    Downloads: 0 This Week
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  • 13
    Hello JavaScript

    Hello JavaScript

    Course repository designed to teach JavaScript from scratch in Spanish

    ...It covers the JavaScript language core, from variables and control flow to functions, objects, arrays, and modern ECMAScript features. The project also touches the browser and Node.js ecosystems so learners can understand both client and server contexts. Exercises and lesson organization make it easy to follow along, practice, and review concepts as you go. The repository is openly licensed and structured so you can clone it, experiment locally, and track your learning progress. It’s a solid on-ramp for beginners who want a guided, project-based journey into JavaScript fundamentals and practical usage.
    Downloads: 0 This Week
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  • 14
    Self Hosting Guide

    Self Hosting Guide

    Learn all about locally hosting (on premises & private web servers)

    ...Rather than being a single tutorial, it aggregates a wide range of resources, project recommendations, deployment strategies, and platform comparisons to help people make informed decisions about what to self-host and how to do it responsibly.
    Downloads: 0 This Week
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  • 15
    ChinaTextbook

    ChinaTextbook

    All primary, middle and high school, college PDF teaching materials

    ChinaTextbook is a large open repository of Chinese PDF textbooks covering all levels from primary school through middle school, high school, and university. The core goal of the project, as described in its README, is to consolidate publicly available educational materials that are often scattered or paywalled, and make them easier to access for ordinary learners. It explicitly positions itself as a response to people reselling free resources with private watermarks, and as a way to support the broader mission of open education and reducing educational inequality across different regions. The repository structure is organized by school level and curriculum variant (for example, “小学”, “初中”, “高中”, and university, including special folders for five-four schooling systems), making it straightforward to find the appropriate grade and subject.
    Downloads: 0 This Week
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  • 16
    LLM Course

    LLM Course

    Course to get into Large Language Models (LLMs)

    ...Learners get exposure to multiple adaptation strategies—LoRA/QLoRA, instruction fine-tuning, and alignment techniques—so they can choose approaches that fit their hardware and budgets. The materials also cover inference optimization and quantization to make serving LLMs feasible on commodity GPUs or even CPUs, which is crucial for side projects and startups. Evaluation is treated as a first-class topic, with examples of automatic and human-in-the-loop methods to catch regressions and verify quality beyond simple loss values. By the end, students have a mental model and a practical toolkit for iterating on datasets, training configs, etc.
    Downloads: 0 This Week
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  • 17
    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. If you need a newer version of transformers, it is usually safe for you to upgrade transformers, as long as you do it after installing ktrain. ...
    Downloads: 0 This Week
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  • 18
    Ansible-lint

    Ansible-lint

    Best practices checker for Ansible

    Ansible Lint is a command-line tool for linting playbooks, roles and collections aimed towards any Ansible users. Its main goal is to promote proven practices, patterns and behaviors while avoiding common pitfalls that can easily lead to bugs or make code harder to maintain. Ansible lint is also supposed to help users upgrade their code to work with newer versions of Ansible. Due to this reason we recommend using it with the newest version of Ansible, even if the version used in production may be older. As any other linter, it is opinionated. Still, its rules are the result of community contributions and they can always be disabled based individually or by category by each user. ansible-lint checks playbooks for practices and behavior that could potentially be improved. ...
    Downloads: 0 This Week
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  • 19
    Kiwix

    Kiwix

    Wikipedia offline & more

    Kiwix is an offline reader for Web content. It's especially intended to make Wikipedia available offline. With Kiwix, you can enjoy Wikipedia on a boat, in the middle of nowhere... or in Jail. Kiwix manages to do that by reading ZIM files, a highly compressed open format with additional meta-data.
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    Downloads: 477 This Week
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  • 20
    PreviSat

    PreviSat

    Satellite tracking software

    PreviSat is a satellite tracking software for observing purposes. Very easy to use, it shows positions of artificial satellites in real-time or manual mode. PreviSat is able to make predictions of their passes, predictions of MetOp and COSMO-SkyMed flares, transits of all satellites, predictions of Starlink satellites passes and several other calculations.
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    Downloads: 94 This Week
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  • 21
    TKD Scoring Wi-Fi

    TKD Scoring Wi-Fi

    TKD Scoring Wi-Fi Server supporting Android and IPhone clients

    ...This looks even more professional and easier to use than any of the programs I’ve ever seen used at comps.” and “Hey... just installed everything and it’s unreal! Everything works perfectly, looks great!” encouraged us to make it public for everybody Like any scoring system the “TKD Scoring Wi-Fi” system has few basic components: *TKD Scoring Wi-Fi Server(PC or Android) *TKD Scoring Wi-Fi Client(Android or IPhone) *TKD Scoring Wi-Fi Remote Score Display (Android)
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    Downloads: 61 This Week
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  • 22
    SLiMS Library Management System

    SLiMS Library Management System

    Free & Open Community Edition Server in a Complete Virtual Machine

    This VM is created for 2 reasons: 1. Very little initial setup work required to make a Library Management System live, within minutes. 2. This system should keep running for Years, without requiring Updates / Breakages. If you are new to Virtual Machines, then please watch the Video below ( taken from my other project. just replace td with lm wherever mentioned ) After starting this VM, please access these websites ( Just Accept Any Warnings ) : Public Website Address: https://lm.local/ Staff Website Address: https://lm.local/index.php?...
    Downloads: 48 This Week
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  • 23
    Koha Library Management System

    Koha Library Management System

    Free & Open Community Edition Server in a Complete Virtual Machine

    This VM is created for 2 reasons: 1. Very little initial setup work required to make a Library Management System live, within minutes. 2. This system should keep running for Years, without requiring Updates / Breakages. If you are new to Virtual Machines, then please watch the Video below ( taken from my other project. just replace td with koha wherever mentioned ) After starting this VM, please access these websites ( Just Accept Any Warnings ) : Public Website Address: https://koha.local Staff Website Address: https://koha.local:4430 Staff Username: staff Staff Password: change_this from any PC on your Local Network. ...
    Downloads: 159 This Week
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  • 24
    Free school management software - Gosfem

    Free school management software - Gosfem

    Gosfem is the only free and open source school management software.

    ...From the start, we aimed to build a platform that is flexible, extensible, and easily customizable, with the core goal of helping teachers manage their tasks more efficiently. Our mission is to make high-quality, open source software available to schools of all sizes—regardless of their resources—empowering educators to deliver effective teaching and learning. Built using PHP, MySQL, jQuery, and other open-source tools, Gosfem is a reliable, accessible, and ever-evolving solution for today’s schools. Visit our official website - https://gosfem.com If you find Gosfem useful, we’d greatly appreciate your feedback through a positive review! ...
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    Downloads: 67 This Week
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  • 25

    Portable Moodle - MoodlEasy

    Portable Moodle as easy as it gets for beginners to learn LMS

    MoodlEasy (with Moodle Version 2.5 / 2014, Windows only) is intended to make learning Moodle as easy as possible for beginners. It is not intended for actual use online. It is based on two freely distributed tools: LMS Moodle and USBWebserver. Setup as easy as: extract the downloaded archive (use 7zip or other file archiver) to " C:\ " drive only !!! LOGIN and PASSWORD are the same: “admin”. Also suitable for working offline for teachers and students.
    Downloads: 8 This Week
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