Showing 264 open source projects for "educational"

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  • 1
    Lihang

    Lihang

    Statistical learning methods (2nd edition) [Li Hang]

    Lihang is an open-source repository that provides educational notes, mathematical derivations, and code implementations based on the book Statistical Learning Methods by Li Hang. The repository aims to help readers understand the theoretical foundations of machine learning algorithms through practical implementations and detailed explanations. It includes notebooks and scripts that demonstrate how key algorithms such as perceptrons, decision trees, logistic regression, support vector machines, and hidden Markov models work in practice. ...
    Downloads: 0 This Week
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  • 2
    LUMINOTH

    LUMINOTH

    Deep Learning toolkit for Computer Vision

    ...The toolkit provides command-line utilities for dataset management, training, and inference, making it easier to integrate into research workflows and production systems. Although the project is no longer actively maintained, it remains a useful educational and experimental platform for studying object detection pipelines and deep learning workflows.
    Downloads: 0 This Week
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  • 3
    Childsplay is at http://www.childsplay.mobi Childsplay is a 'suite' of educational games for young children. It's written in Python and uses the SDL-libraries to make it more games-like then, for instance, gcompris. The aim is to be educational and at the same time be fun to play.
    Downloads: 17 This Week
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  • 4
    schoolsplay
    If you are looking for the childsplay application please go to http://www.childsplay.mobi
    Downloads: 68 This Week
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  • 5
    Generative Models

    Generative Models

    Collection of generative models, e.g. GAN, VAE in Pytorch

    ...These models are widely used in artificial intelligence to generate new data that resembles the training data, such as images, text, or other structured outputs. The repository serves as an educational and experimental environment where users can study how generative models work internally and replicate results from academic research papers.
    Downloads: 1 This Week
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  • 6
    cnn-text-classification-tf

    cnn-text-classification-tf

    Convolutional Neural Network for Text Classification in Tensorflow

    The cnn-text-classification-tf repository by Denny Britz is a well-known educational implementation of convolutional neural networks for text classification using TensorFlow, aimed at helping developers and researchers understand how CNNs can be applied to natural language processing tasks. Based loosely on Kim’s influential paper on CNNs for sentence classification, this codebase demonstrates how to preprocess text data, convert words into learned embeddings, and apply multiple convolution filters to extract n-gram features that are then pooled and fed into a classifier. ...
    Downloads: 0 This Week
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  • 7
    PyQt5 Apps

    PyQt5 Apps

    Some useful apps based on PyQt5

    ...The codebase is structured to highlight best practices in GUI development while remaining approachable for beginners. Overall, it functions as both a toolkit and an educational reference for PyQt development.
    Downloads: 0 This Week
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  • 8
    ECDICT

    ECDICT

    Free English to Chinese Dictionary Database

    ECDICT is a comprehensive English–Chinese dictionary dataset packaged for developers who need an offline, queryable lexicon for applications, NLP, or educational tools. It aggregates headwords, phonetics, parts of speech, translations, and example information into formats that are easy to integrate. The project provides multiple distribution forms—commonly SQLite/CSV/StarDict-style files—so you can choose the right storage and query approach for your app. Because it’s offline and local, it avoids network latency and licensing hurdles that come with calling proprietary dictionary APIs. ...
    Downloads: 14 This Week
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  • 9

    pyUrlMin

    Ultra-minimalist Python/Mongo URL Shortner

    ...Currently in use on https://findmate.app and http://urltools.io/ HOWEVER: This should not really be used in a high-volume production environment and should really be used for educational purposes only. I assume no liability for mis-use of this app, use it at your own risk. There are potentially security issues, so be forewarned that this is just for TESTING only.
    Downloads: 0 This Week
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  • 10
    Deep Reinforcement Learning TensorFlow

    Deep Reinforcement Learning TensorFlow

    TensorFlow implementation of Deep Reinforcement Learning papers

    Deep Reinforcement Learning TensorFlow is a comprehensive TensorFlow codebase that implements several foundational deep reinforcement learning algorithms for educational and experimental use. The repository focuses on clarity and modularity so users can study how different RL approaches are built and compare their behavior across environments. It includes implementations of well-known algorithms such as Deep Q-Networks (DQN), policy gradients, and related variants, demonstrating how neural networks can be trained through interaction with simulated environments. ...
    Downloads: 0 This Week
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  • 11
    Seq2Seq Chatbot

    Seq2Seq Chatbot

    Chatbot in 200 lines of code using TensorLayer

    Seq2Seq Chatbot is an implementation of a sequence-to-sequence chatbot model using TensorLayer, demonstrating how to build conversational agents with minimal code.
    Downloads: 0 This Week
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  • 12
    Pygorithm

    Pygorithm

    A Python module for learning all major algorithms

    A Python module to learn all the major algorithms on the go! Purely for educational purposes. If you are using Python 2.7 use pip instead. Depending on your permissions, you might need to use pip install, user pygorithm to install. To see all the available functions in a module, you can just type help() with the module name as an argument.
    Downloads: 0 This Week
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  • 13

    Linux TinyCad

    Linux tiny CAD for educational purposes

    Linux TinyCad, or LiniCad, is a tiny CAD used for educational purposes. It is written in Python/Tk and its goals are to be as programmatically easy and small as possible.
    Downloads: 3 This Week
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  • 14
    AlgoTaurus

    AlgoTaurus

    An educational game to teach programming.

    Write a program to make the AlgoTaurus find the exit. Installation: On Windows -Download the installer -After installation you can run AlgoTaurus from the Start menu. On Linux -Download the source files -Extract archive -Open terminal in the directory you have copied the files to and type 'python algotaurus.py' Use and discuss AlgoTaurus: Some tasks to solve and discuss: Write a program to find the exit. What does the program do? Try to describe/explain it in a higher level...
    Downloads: 0 This Week
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  • 15
    EQGRP

    EQGRP

    Decrypted content of eqgrp-auction-file.tar.xz

    ...The tools include network exploitation scripts, backdoors, and frameworks targeting a range of platforms and services, many of which highlight previously unknown vulnerabilities. While the repository itself is provided for educational and research purposes, it also reflects a significant historical moment in cybersecurity, influencing both defensive strategies and awareness of advanced persistent threats. The release offers researchers insight into real-world offensive techniques, though many of the specific exploits are now outdated or patched. EQGRP remains a controversial but important resource for studying the evolution of nation-state-level cyber operations.
    Downloads: 0 This Week
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  • 16
    Retrieval-Based Conversational Model

    Retrieval-Based Conversational Model

    Dual LSTM Encoder for Dialog Response Generation

    Retrieval-Based Conversational Model in Tensorflow is a project implementing a retrieval-based conversational model using a dual LSTM encoder architecture in TensorFlow, illustrating how neural networks can be trained to select appropriate responses from a fixed set of candidate replies rather than generate them from scratch. The core idea is to embed both the conversation context and potential replies into vector representations, then score how well each candidate fits the current dialogue,...
    Downloads: 0 This Week
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  • 17
    Etchimaths(A'LEVEL)

    Etchimaths(A'LEVEL)

    Etchimaths(A'LEVEL) is a typical Mathematics software for A'LEVEL

    Etchimaths(A'LEVEL) is a Mathematics software, a helping tool for Mathematics simulation(solving) and study for the GCE ADVANCED LEVEL standard.It is a solving machine as well as a teaching machine
    Downloads: 0 This Week
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  • 18
    Aurora Conky Theme

    Aurora Conky Theme

    Aurora is a conky theme full of scripts

    ...AUREOLA CONKY IS SUCCESSOR https://github.com/erikdubois/Aureola Do not forget to rename the map from Aurora_vx.x to Aurora An conky theme to explore many possible parameters of your system. Ment to be viewed on dual screen. Educational insights. Extra information and youtube explanation can be seen on youtube via these pages. http://erikdubois.be/linux/conky http://erikdubois.be/linux/install-conky-theme-aurora What can it do more than Conky normally can? - scripts for temperature, fans, names of hardware - hours of lifetime harddisks - spotify information and covers - gmail information - number of updates - rss via scripting - weather forecast - many different lua to make rings and such - netstat script - nvidia information - satelite image of world and europe - sensors script - sign and stars of today - transmission information
    Downloads: 8 This Week
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  • 19
    JDFeditor

    JDFeditor

    GUI application for editing database files.

    The purpose is to be a cross-platform, quick and simple database manager, main goal is to provide developers with a tool to produce small to medium size databases efficiently. If you need a database at its simplest form, without any extra hassle of knowing how to access the produced library. Then JDFeditor is the right tool for you. JDFeditor is bundled with an easy-to-use Python library: jdf_lib. jdf_lib will quickly load the content of your database into a variable. All you need...
    Downloads: 0 This Week
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  • 20
    wxRays

    wxRays

    Visual x-ray data processor

    Visual x-ray data processor. The routine, writed in Python using wxPython, NumPy, SciPy and mathplotlib libraries for practical and educational purpose.
    Downloads: 0 This Week
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  • 21

    AlgVar

    Algorithmic Variations

    An educational project aimed at illustrating programming language concepts and implementation techniques in different programming languages.
    Downloads: 0 This Week
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  • 22
    phpython

    phpython

    a python interpreter written in php

    Use phpython to write python code in your php projects without using WSGI, CGI or FastCGI. ** IMPORTANT ** Project now on GitHub visit: https://github.com/phpython/phpython
    Downloads: 0 This Week
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  • 23
    With an educational purpose,Pyggy Bank shows how to use wxPython ,SQLite and Reportlab, with Python all togheter. It simulate a piggy bank, so you can add, edit or delete single 'transaction' in your piggy and it will calculate your wallet.
    Downloads: 0 This Week
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  • 24
    GCompris : I got IT

    GCompris : I got IT

    Educational Software for children aged 2 to 10.

    GCompris is a high quality educational software suite comprising of numerous activities for children aged 2 to 10. Some of the activities are game oriented, but nonetheless still educational.
    Downloads: 20 This Week
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  • 25
    theZoo

    theZoo

    A repository of LIVE malwares for malware analysis and security

    ...Please remember that these are live and dangerous malware! They come encrypted and locked for a reason! Do NOT run them unless you are absolutely sure of what you are doing! They are to be used only for educational purposes.
    Downloads: 10 This Week
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