Showing 1302 open source projects for "so"

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    MongoDB Atlas runs apps anywhere

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  • 1
    Python/xarray tutorial

    Python/xarray tutorial

    Python/xarray tutorial for GEOS-Chem users

    ...Jupyter combines Python code, execution results, plots, custom texts, and even Latex formulas in a single page. Besides using the Jupyter program, you can also view the static notebook on GitHub (e.g the first notebook). Python is free & open-source so can be easily installed on any machines. To best way to get the scientific Python environment is using the Conda management system. Please follow the official installation guide for installing on Linux/Mac/Windows. Linux/Mac also comes with a system Python (/usr/bin/python). Don't touch that. Windows users might find the full Anaconda (Conda plus tons of packages) with graphical interface easier to use than the command line.
    Downloads: 0 This Week
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  • 2
    Awesome Math

    Awesome Math

    This is the Curriculum for "How to Learn Mathematics Fast"

    ...The materials emphasize short, high-leverage resources—video lectures, concise notes, and hands-on exercises—that help you build momentum quickly. It also suggests checkpoints and practice ideas so you can test comprehension and move forward with confidence. The structure is useful both for newcomers who want a starting plan and for practitioners filling specific gaps before tackling ML or deep learning. Overall, it acts as a compact study plan that turns “learn math” from a vague goal into a concrete, achievable path.
    Downloads: 0 This Week
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  • 3
    Python ADB

    Python ADB

    Python ADB + Fastboot implementation

    ...Because it’s Python, you can compose device actions with your favorite testing, scraping, or data-collection libraries in one process. The project also includes utilities for robust connection handling and timeouts so flaky USB links don’t derail long runs. It’s well-suited to CI test farms, large-scale telemetry, and custom device control workflows.
    Downloads: 7 This Week
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  • 4
    anaGo

    anaGo

    Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition

    anaGo is a Python library for sequence labeling(NER, PoS Tagging,...), implemented in Keras. anaGo can solve sequence labeling tasks such as named entity recognition (NER), part-of-speech tagging (POS tagging), semantic role labeling (SRL) and so on. Unlike traditional sequence labeling solver, anaGo doesn't need to define any language-dependent features. Thus, we can easily use anaGo for any language. In anaGo, the simplest type of model is the Sequence model. Sequence model includes essential methods like fit, score, analyze and save/load. For more complex features, you should use the anaGo modules such as models, preprocessing and so on.
    Downloads: 0 This Week
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    Ship Agents Faster

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  • 5
    ECDICT

    ECDICT

    Free English to Chinese Dictionary Database

    ...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. The dataset is large enough to support general-purpose lookup while being manageable to ship with desktop or mobile apps. For builders, it’s a pragmatic foundation for dictionary apps, pop-up translators, flashcard tools, or NLP preprocessing.
    Downloads: 42 This Week
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  • 6
    zTrader
    Various tools for automating some trading operations on the most popular cryptocurrency exchanges.
    Downloads: 0 This Week
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  • 7
    Ball Fight
    In this game you have to destroy as many enemy balls as possible by colliding with them, or using special powers. Each ball raises its own resistance and its own attack power when it speeds up. So the faster you go, the more you are protected against enemy attacks, and greater becomes your attack power against enemy balls! This is valid for your enemies too! See the ingame help for more details.
    Downloads: 0 This Week
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  • 8
    zCharter
    Charting tools, backtesting tools, and data visualization tools for the most popular cryptocurrencies.
    Downloads: 0 This Week
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  • 9
    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. The project is commonly used by learners who want to move beyond theory and understand the practical mechanics of training RL agents. ...
    Downloads: 2 This Week
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  • 10

    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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  • 11
    Learn Python the Hard Way

    Learn Python the Hard Way

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

    ...It emphasizes hands-on practice—short scripts, exercises, and explanations that help cement syntax, data structures, functions, and modules. The notes call out common gotchas, idioms, and style preferences so learners form good habits early. Because the content is intentionally compact, it’s easy to revisit a topic quickly when preparing for interviews or refreshing fundamentals. 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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  • 12
    Deep Reinforcement Learning for Keras

    Deep Reinforcement Learning for Keras

    Deep Reinforcement Learning for Keras.

    ...This means that evaluating and playing around with different algorithms is easy. Of course, you can extend keras-rl according to your own needs. You can use built-in Keras callbacks and metrics or define your own. Even more so, it is easy to implement your own environments and even algorithms by simply extending some simple abstract classes. Documentation is available online.
    Downloads: 0 This Week
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  • 13

    pyNETVARS

    Python module for network variables for CoDeSys PLCs

    CoDeSys v2.3 supports so called network variables. Blocks of (global) variables, that propagates over networks like TCP, UDP or UDP Multicast aso. This python module supports parsing, receiving and sending those blocks (with UDP Multicast only). With this you can add for example a Raspberry Pi Sensor to your automation network without special Network clients on your PLC.
    Downloads: 0 This Week
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  • 14
    Circular Multilateral Barter
    ...One thing that distinguishes CMB from other "credit commons" is that all debts in CMB are user-to-user debts. There is no central administrative authority to decide who deserves to be trusted and who does not. Because of this, CMB can scale-up very well, so that local communities can be seamlessly aggregated into larger ones. Another way of seeing CMB is as a partnership of independent Local Exchange Trading Systems, having a common marketplace for exchanging one LETS-currency for another (via circular trade).
    Downloads: 0 This Week
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  • 15
    pyhanlp

    pyhanlp

    Chinese participle

    ...It is commonly used for Chinese-language NLP tasks where you want production-grade tokenization and linguistic analysis, but still want the convenience of Python scripting. The project focuses on making HanLP’s capabilities accessible through a Python-friendly API surface, so you can integrate NLP steps into data pipelines, notebooks, and downstream ML or information-extraction code. In practice, it serves as a bridge layer: Python calls are translated into the corresponding HanLP operations, so you can keep your application logic in Python while relying on HanLP’s implementations. It is especially useful when you need a pragmatic “get results quickly” NLP layer for segmentation, tagging, entity extraction, parsing, or keyword-style tasks rather than experimenting with model training from scratch.
    Downloads: 0 This Week
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  • 16
    DIGITS

    DIGITS

    Deep Learning GPU training system

    ...DIGITS simplifies common deep learning tasks such as managing data, designing and training neural networks on multi-GPU systems, monitoring performance in real-time with advanced visualizations, and selecting the best performing model from the results browser for deployment. DIGITS is completely interactive so that data scientists can focus on designing and training networks rather than programming and debugging. DIGITS is available as a free download to the members of the NVIDIA Developer Program. DIGITS is available on NVIDIA GPU Cloud (NGC) as an optimized container for on-demand usage. Sign-up for an NGC account and get started with DIGITS in minutes.
    Downloads: 0 This Week
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  • 17
    Universe Starter Agent

    Universe Starter Agent

    A starter agent that can solve a number of universe environments

    The universe-starter-agent repository is an archived OpenAI codebase designed as a starter reinforcement-learning agent that can interact with and solve tasks in OpenAI’s Universe environment platform. Its purpose is to serve as a baseline or reference implementation so researchers or developers can see how to build agents that operate in real-time, visual environments (e.g., games, browser apps) via pixel observations and keyboard/mouse actions. Under the hood, this starter agent implements a version of the A3C (Asynchronous Advantage Actor-Critic) algorithm, adapted for the specific challenges of Universe environments (e.g., network latency, VNC streaming, asynchronous observations). ...
    Downloads: 0 This Week
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  • 18
    MysticBBS Shoutcast Panel

    MysticBBS Shoutcast Panel

    Python Script for Mystic BBS Shoutcast Dashboard

    This script was created so I can display various information to my BBS users about my shoutcast radio stream. This BBS section includes a shoutcast dashboard with station information obtained via RSS/XML. The display includes listener peak, current song playing, next song to play, stream status, stream URL and other pertinent information for the BBS user to see.
    Downloads: 0 This Week
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  • 19
    Gensim-data

    Gensim-data

    Data repository for pretrained NLP models and NLP corpora

    ...The collection includes corpora such as text8 and 20 Newsgroups alongside pretrained word-vector resources such as GloVe. Every dataset retains its own licensing terms, so users must review individual usage conditions.
    Downloads: 0 This Week
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  • 20
    haipproxy

    haipproxy

    Distributed proxy IP pool for web crawlers using Scrapy and Redis

    ...It includes crawlers that discover proxy servers, validators that test proxy availability and performance, and schedulers that manage crawling and validation tasks. HAipproxy aims to maintain a high availability proxy pool with low latency so that scraping frameworks can rotate proxies efficiently and avoid blocking during large-scale data collection. Its architecture supports distributed deployment, allowing multiple crawler workers and validators to run across different machines.
    Downloads: 3 This Week
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  • 21
    FreqLength

    FreqLength

    Wavelength Calculator

    FreqLength is a simple wavelength calculator that takes a given frequency as input and spits out various wavelength values for that frequency (full wave, half wave, etc.) If you'd like to donate there's several ways to do so: PayPal: https://paypal.me/gerowen Bitcoin (BTC): bc1q86c5j7wvf6cw78tf8x3szxy5gnxg4gj8mw4sy2 Monero (XMR): 42ho3m9tJsobZwQDsFTk92ENdWAYk2zL8Qp42m7pKmfWE7jzei7Fwrs87MMXUTCVifjZZiStt3E7c5tmYa9qNxAf3MbY7rD LiberaPay: https://liberapay.com/gerowen
    Downloads: 0 This Week
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  • 22
    WireFactory Simulator

    WireFactory Simulator

    Small factory simulator for control logic test purpose

    ...You can build your own factory and controller. The controller can be implemented on any programming language. WFS was originally built to simulate the action of an IEC 614999 application. So, the devices in the factory are easily connected to IEC 61499 applications. The WFS were mainly tested with FBDK (http://www.holobloc.com/). Wire Factory has been implemented to help to test more complex automation systems during a doctorate course under guidance of: Supervisor: Prof. Dr. Roberto Silvio Ubertino Rosso Jr. ...
    Downloads: 0 This Week
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  • 23
    Ball Fight
    In this game you have to destroy as much enemy balls as possible by colliding with them, or using special powers. Each ball raises its own resistance and its own attack power when it speeds up. So the faster you go, the more you are protected against enemy attacks, and greater becomes your attack power against enemy balls! This is valid for your enemies too! See the ingame help for more details.
    Downloads: 0 This Week
    Last Update:
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  • 24
    pivottablejs

    pivottablejs

    Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook

    ...Since then, however, the Jupyter project has gathered steam and now provides a browser-based interface to some of the most powerful data processing libraries in the world, so it makes sense to interface with it.
    Downloads: 0 This Week
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  • 25

    PyGOAPng

    Python Goal Oriented Action Planning (GOAP) library

    ...Updated code to work without having pygame installed, bug-fixed functions to make them implement the behaviors that were expected, and implemented desired behaviors so that the Pirate demo works properly for all known actions and goals.
    Downloads: 0 This Week
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