Showing 512 open source projects for "example"

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    UForm

    UForm

    Multi-Modal Neural Networks for Semantic Search, based on Mid-Fusion

    ...Due to independent encoding late-fusion models are good at capturing coarse-grained features but often neglect fine-grained ones. This type of models is well-suited for retrieval in large collections. The most famous example of such models is CLIP by OpenAI. Early-fusion models encode both modalities jointly so they can take into account fine-grained features. Usually, these models are used for re-ranking relatively small retrieval results. Mid-fusion models are the golden midpoint between the previous two types. Mid-fusion models consist of two parts – unimodal and multimodal.
    Downloads: 0 This Week
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  • 2
    RealtimeTTS

    RealtimeTTS

    Converts text to speech in realtime

    RealtimeTTS is a low-latency text-to-speech library built for real-time applications such as voice chat with LLMs, assistants, and interactive tools. It is designed around a streaming model: you can feed it text incrementally (for example, as an LLM responds) and get audio output almost immediately, which keeps end-to-end latency very low. The library is engine-agnostic and plugs into a wide range of cloud and local TTS systems, including OpenAI, ElevenLabs, Azure, Coqui, Piper, StyleTTS2, Edge TTS, Google TTS, system TTS and others, so you can swap providers without rewriting your pipeline. ...
    Downloads: 0 This Week
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  • 3
    mlforecast

    mlforecast

    Scalable machine learning for time series forecasting

    mlforecast is a time-series forecasting framework built around machine-learning models, designed to make forecasting both efficient and scalable. It lets you apply any regressor that follows the typical scikit-learn API, for example, gradient-boosted trees or linear models, to time-series data by automating much of the messy feature engineering and data preparation. Instead of writing custom code to build lagged features, rolling statistics, and date-based predictors, mlforecast generates those automatically based on a simple configuration. It supports multi-series forecasting, meaning you can train one model that forecasts many time series at once (common in retail, demand forecasting, etc.), rather than one model per series. ...
    Downloads: 0 This Week
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  • 4
    dj-stripe

    dj-stripe

    dj-stripe automatically syncs your Stripe Data to your local database

    Dj-stripe is an extensible wrapper around the Stripe API that continuously syncs most of the Stripe Data to your local database as pre-implemented Django Models, out of the box! This allows you to use the Django ORM, in your code, to work with the data making it easier and faster! For example, if you need to interact with a customer subscription, you can use dj-stripe’s Subscription Model, in your code, to get the subscription data for that customer as well as the related models’ data too (if need be and potentially in 1 database query!) instead of making multiple slower and unreliable consecutive network calls only to parse through 1 or more of Stripe’s JSON like objects! ...
    Downloads: 0 This Week
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  • 5
    PaSa

    PaSa

    An advanced paper search agent powered by large language models

    ...Instead of simply translating a query into keywords and returning a flat list of matching papers, PaSa uses a dual-agent architecture (Crawler + Selector) that can iteratively search, read, analyze, and filter academic publications — simulating how a researcher might dig through citation networks, expand references, and evaluate relevance based on both metadata and content. Given a complex scholarly question (for example, “Which works focus on non-stationary reinforcement learning with UCB-based value methods?”), PaSa decomposes the task: the Crawler generates search queries, retrieves candidate papers (via search tools and citation expansion), then adds them to a “paper queue.” The Selector then reads abstracts or full text (depending on what’s available) and decides which papers are relevant.
    Downloads: 0 This Week
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  • 6
    Agent Payments Protocol (AP2)

    Agent Payments Protocol (AP2)

    Building a Secure and Interoperable Future for AI-Driven Payments

    ...The repository contains sample scenarios (in Python, Android, etc.) that illustrate how agents, servers, and payments flows would work under the protocol. It includes “types” definitions (the core message and object schema) and example agent implementations to demonstrate the mechanics of agent-to-agent and agent-to-server interactions. The design emphasizes flexibility: although their samples use a particular Agent Development Kit (ADK) or runtime, the protocol is intended to be independent of those choices.
    Downloads: 0 This Week
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  • 7
    Qwen2.5-Omni

    Qwen2.5-Omni

    Capable of understanding text, audio, vision, video

    Qwen2.5-Omni is an end-to-end multimodal flagship model in the Qwen series by Alibaba Cloud, designed to process multiple modalities (text, images, audio, video) and generate responses both as text and natural speech in streaming real-time. It supports “Thinker-Talker” architecture, and introduces innovations for aligning modalities over time (for example synchronizing video/audio), robust speech generation, and low-VRAM/quantized versions to make usage more accessible. It holds state-of-the-art performance in many multimodal benchmarks, particularly spoken language understanding, audio reasoning, image/video understanding, etc. Very strong benchmark performance across modalities (audio understanding, speech recognition, image/video reasoning) and often outperforming or matching single-modality models at a similar scale. ...
    Downloads: 0 This Week
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  • 8
    Translation Agent

    Translation Agent

    Agentic translation using reflection workflow

    ...This structure makes the system more steerable than a traditional translation pipeline. Users can adjust prompts to control tone, formality, terminology, idiom handling, and regional language choices. The project includes example scripts and a simple Python interface for translating between source and target languages. It is useful for researchers, developers, and localization teams exploring how LLM-based workflows can produce better, more customizable translations.
    Downloads: 0 This Week
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  • 9
    Ansible Role s3cmd

    Ansible Role s3cmd

    Ansible role for s3cmd. Available on Ansible Galaxy

    Role to install (by default) s3cmd on Debian/Ubuntu and EL systems. s3cmd is a popular s3 client.
    Downloads: 0 This Week
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  • 10
    Toloka-Kit

    Toloka-Kit

    Toloka-Kit is a Python library for working with Toloka API

    ...Support of both synchronous and asynchronous (via async/await) executions. Streaming support: build complex pipelines which send and receive data in real-time. For example, you can pass data between two related projects: one for data labeling, and another for its validation. AutoQuality feature which automatically finds the best fitting quality control rules for your project.
    Downloads: 0 This Week
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  • 11
    Stable Diffusion WebUI Docker

    Stable Diffusion WebUI Docker

    Easy Docker setup for Stable Diffusion with user-friendly UI

    ...It integrates leading community UIs like AUTOMATIC1111 and ComfyUI into a Docker Compose setup that can be started with a single command, abstracting away dependency installation and environment configuration. Users can choose which UI profile they want to run — for example, full feature AUTOMATIC1111, CPU-only automatic builds, or ComfyUI workflows — and launch them in a consistent, isolated container environment with automatic model and data caching. The project supports mounting data and output directories so generated images and configurations persist outside the container, and it lets developers customize UI behavior through Docker Compose override files.
    Downloads: 2 This Week
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  • 12
    python-small-examples

    python-small-examples

    Focus on creating classic Python small examples and cases

    ...The project focuses on teaching programming concepts through small, focused scripts that demonstrate common tasks in data processing, visualization, and general programming. Each example highlights a specific function or programming pattern so that learners can quickly understand how to apply Python features in real-world scenarios. The repository includes examples covering topics such as file processing, JSON manipulation, data visualization, and library usage. The examples are intentionally short and easy to read, making them useful for beginners who want to understand Python syntax and programming logic step by step. ...
    Downloads: 0 This Week
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  • 13
    Tartube

    Tartube

    Download videos/channels/playlists from YouTube and many other sites

    Tartube is a GUI front-end for youtube-dl, yt-dlp and other compatible video downloaders. It is written in Python 3 / Gtk 3 and runs on MS Windows, Linux, BSD and MacOS.
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    Downloads: 705 This Week
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  • 14
    CustomTkinter forms example
    Sign in and Sign up forms built with customtkinter GitHub page: https://github.com/Northstrix/customtkinter-sign-in-and-sign-up-forms
    Downloads: 0 This Week
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  • 15
    Snap7

    Snap7

    32/64 bit multi-platform Ethernet S7 PLC communication suite

    ...Hi level object oriented wrappers are provided, currently C/C++, .NET/Mono, Pascal, LabVIEW, Python with many source code examples. Very easy to use, a full working server example is not bigger than the “Hello world”. Many projects/makefiles are ready to run to easily rebuild Snap7 in any platform without the need of be a C++ guru. Very detailed documentation provided.
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    Downloads: 1,098 This Week
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  • 16
    Grok-1

    Grok-1

    Open-source, high-performance Mixture-of-Experts large language model

    ...In March 2024, xAI released Grok-1's model weights and architecture under the Apache 2.0 license, making them openly accessible to developers. The accompanying GitHub repository provides JAX example code for loading and running the model. Due to its substantial size, utilizing Grok-1 requires a machine with significant GPU memory. The repository's MoE layer implementation prioritizes correctness over efficiency, avoiding the need for custom kernels. This is a full repo snapshot ZIP file of the Grok-1 code.
    Downloads: 25 This Week
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  • 17
    Temporary File Cleaner
    ...You can also force the deletion of temporary files, but it will take a bit longer to complete the operation. Some files cannot be completely deleted, such as those used in real-time (for example, by browser extensions). The deleted temporary files can be both user files and Windows files (the Automatic Cleaning will delete both).
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    Downloads: 35 This Week
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  • 18
    Game Launcher

    Game Launcher

    A simple and fast game launcher for Windows 7,8,10,11 made in Godot.

    A simple and fast game launcher for Windows 7,8,10,11 made in Godot (gdscript). The program is portable. By default the program displays my games, I left them as an example. To customize the game list (it is very simple) you need to do the folowing: Drag and drop game shortcuts onto a program. You can add, remove and rename games with right click context menu and change icons by selecting any .png image for any game.
    Downloads: 17 This Week
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  • 19
    AudioCraft

    AudioCraft

    Audiocraft is a library for audio processing and generation

    ...The repo provides inference scripts, checkpoints, and simple Python APIs so you can generate clips from prompts or incorporate the models into applications. It also contains training code and recipes, so researchers can fine-tune on custom data or explore new objectives without building infrastructure from scratch. Example notebooks, CLI tools, and audio utilities help with prompt design, conditioning on reference audio, and post-processing to produce ready-to-share outputs.
    Downloads: 10 This Week
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  • 20
    Video Frame Extractor

    Video Frame Extractor

    Extracts semi-random frames from all MP4 videos

    ... - Wait for the program to finish processing all videos. - Find your extracted frames in the 'extracted_frames' folder. The frames are extracted at evenly distributed points throughout each video. For example, if you choose 3 frames, they will be taken at the 25%, 50%, and 75% marks of each video. (Source code is included with the program .zip file.)
    Downloads: 7 This Week
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  • 21
    3D Box rotation

    3D Box rotation

    Simple example of draw and rotate 3D box

    Simple source .java file; .bat for fast re-compile and run; and pre-compiled .jar Java program with example from scratch writed in Notepad++ without Eclipse, etc., How to draw and rotate 3D box most simple way. Rotation speed regulated in simple Loop with 10 ms sleep. Use Java version 8 (OpenJDK 8, OracleJDK 8, OracleJRE 8, ..). Higher versions have an anti-aliasing error in the BufferedImage ( Windows 10 ). Python version with tkinter and math imports.
    Downloads: 0 This Week
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  • 22
    PostalCodesPL

    PostalCodesPL

    Database with Polish postal codes / Baza danych kodów pocztowych PL

    SQLite database with Polish postal codes and their addresses. Project contains 3 small programs with example how the database can be used. Baza danych SQLite z polskimi kodami pocztowymi oraz odpowiadające im adresy. W projekcie znajdują się 3 proste programy, pokazujące przykładowe użycie bazy danych.
    Downloads: 2 This Week
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  • 23
    File Format Renamer
    ...So, if you change the label of a file from .jpg to .pdf, the file will still be an image and will not become a PDF. It can be useful for files of the same type. For example, if you have different types of images, you can make your computer see them all as if they were of the same kind.
    Downloads: 1 This Week
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  • 24
    Rapid Programs Runner
    This tool is used to set up shortcut keys to open .exe or .bat files using previously assigned keys. For example, pressing Alt+G assigned to Steam will instantly open the program. Please note that, from what I’ve observed, it does not work with the shortcuts of some programs; you need to insert the original program file.
    Downloads: 0 This Week
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  • 25
    CSM (Conversational Speech Model)

    CSM (Conversational Speech Model)

    A Conversational Speech Generation Model

    The CSM (Conversational Speech Model) is a speech generation model developed by Sesame AI that creates RVQ audio codes from text and audio inputs. It uses a Llama backbone and a smaller audio decoder to produce audio codes for realistic speech synthesis. The model has been fine-tuned for interactive voice demos and is hosted on platforms like Hugging Face for testing. CSM offers a flexible setup and is compatible with CUDA-enabled GPUs for efficient execution.
    Downloads: 2 This Week
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