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Showing 207 open source projects for "result"
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Cookiecutter Data Science
Project structure for doing and sharing data science work
...And we're not talking about bikeshedding the indentation aesthetics or pedantic formatting standards, ultimately, data science code quality is about correctness and reproducibility. It's no secret that good analyses are often the result of very scattershot and serendipitous explorations. Tentative experiments and rapidly testing approaches that might not work out are all part of the process for getting to the good stuff, and there is no magic bullet to turn data exploration into a simple, linear progression. -
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LLaMA-Mesh
Unifying 3D Mesh Generation with Language Models
...The project includes a supervised fine-tuning dataset composed of interleaved text and mesh data, allowing the model to learn relationships between textual descriptions and 3D structures. As a result, the model can generate mesh models directly from text prompts, explain mesh structures in natural language, or output mixed text-and-mesh sequences. This unified representation enables a single model to operate across both textual and spatial domains. -
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Universal Commerce Protocol (UCP)
The common language for platforms, agents and businesses.
...Its modular, capability-based architecture allows businesses to expose only what they support while remaining flexible and extensible. By leveraging existing industry standards for payments, identity, and security, UCP avoids reinventing the wheel while ensuring reliability and trust. The result is a developer-friendly, future-ready protocol that simplifies commerce integration at global scale. -
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AWS SDK for pandas
Easy integration with Athena, Glue, Redshift, Timestream, Neptune
...It also supports Redshift, OpenSearch, and other services, enabling ETL tasks that blend SQL engines and Python transformations. Operational helpers handle IAM, sessions, and concurrency while exposing knobs for encryption, versioning, and catalog consistency. The result is a productive workflow that keeps your analytics in Python while leveraging AWS-native storage and query engines at scale. -
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YAPF
A formatter for Python files
YAPF is a Python code formatter that automatically rewrites source to match a chosen style, using a clang-format–inspired algorithm to search for the “best” layout under your rules. Instead of relying on a fixed set of heuristics, it explores formatting decisions and chooses the lowest-cost result, aiming to produce code a human would write when following a style guide. You can run it as a command-line tool or call it as a library via FormatCode / FormatFile, making it easy to embed in editors, CI, and custom tooling. Styles are highly configurable: start from presets like pep8, google, yapf, or facebook, then override dozens of options in .style.yapf, setup.cfg, or pyproject.toml. ... -
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xxh
Bring your favorite shell wherever you go through the ssh
...The mission of xxh is to bring your favorite shell wherever you go through ssh without root access and system installations. Preparing portable shells and plugins occurs locally and then xxh uploads the result to the host. No installations or root access on the host is required. Security and host environment are a prime focus. No blindfold copying config files from local to the remote host. Following privacy and repeatability practices the best way is to fork the xxh plugin or shell example and pack your configs into it. Every xxh repo could be forked, customized, and reused without waiting for a package management system, xxh release, or any third-party packages. ... -
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Faker for Python
Python package that generates fake data for you
Faker is a Python package that generates fake data for you. Whether you need to bootstrap your database, create good-looking XML documents, fill-in your persistence to stress test it, or anonymize data taken from a production service, Faker is for you. Starting from version 4.0.0, Faker dropped support for Python 2 and from version 5.0.0 only supports Python 3.6 and above. If you still need Python 2 compatibility, please install version 3.0.1 in the meantime, and please consider updating... -
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VibeThinker
Diversity-driven optimization and large-model reasoning ability
...The innovation lies in its training methodology: the team uses what they call the Spectrum-to-Signal Principle (SSP), where a first stage emphasizes diversity of reasoning paths (the “spectrum” phase) and a second stage uses reinforcement techniques (the “signal” phase) to refine toward correctness and strong reasoning. The result is a model that outpaces many much larger models on domain-specific benchmarks, demonstrating that smaller models, if trained carefully and with the right objectives, can achieve high performance in reasoning-centric tasks. -
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Ansible-lint
Best practices checker for 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. As a community-backed project ansible-lint supports only the last two major versions of Ansible. -
Build Securely on AWS with Proven FrameworksMoving to the cloud brings new challenges. How can you manage a larger attack surface while ensuring great network performance? Turn to Fortinet’s Tested Reference Architectures, blueprints for designing and securing cloud environments built by cybersecurity experts. Learn more and explore use cases in this white paper.
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Step1X-3D
High-Fidelity and Controllable Generation of Textured 3D Assets
...TSDF surface), and a texture synthesis stage that conditions on geometry and optionally reference input (or prompts) to produce view-consistent textures using a diffusion-based texture module. The result is fully 3D assets — meshes + textures — which can be rendered from any viewpoint, textured consistently, and used in 3D applications. To achieve this, the project includes a massive curated dataset: among more than 5 million candidate 3D assets, it filters and standardizes to produce a high-quality 2 million–asset subset suitable for training. -
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Step-Video-T2V
State-of-the-art (SoTA) text-to-video pre-trained model
...Its training and generation pipeline includes techniques like flow-matching, full 3D attention for temporal consistency, and fine-tuning approaches (e.g. video-based DPO) to improve fidelity and reduce artifacts. As a result, Step-Video-T2V aims to push the frontier of open-source video generation. -
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Lightweight' GAN
Implementation of 'lightweight' GAN, proposed in ICLR 2021
Implementation of 'lightweight' GAN proposed in ICLR 2021, in Pytorch. The main contribution of the paper is a skip-layer excitation in the generator, paired with autoencoding self-supervised learning in the discriminator. Quoting the one-line summary "converge on single gpu with few hours' training, on 1024 resolution sub-hundred images". Augmentation is essential for Lightweight GAN to work effectively in a low data setting. You can test and see how your images will be augmented before... -
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PaSa
An advanced paper search agent powered by large language models
PaSa is an open-source “paper search agent” built around large language models (LLMs), designed to automate the process of academic literature retrieval with human-like decision making. 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... -
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OpenPiano — Virtual Piano for Windows
Desktop piano playable with a PC keyboard, mouse, or MIDI device.
...Project links: Website: https://www.justagwas.com/projects/openpiano GitHub: https://github.com/Justagwas/openpiano Documentation: https://github.com/Justagwas/openpiano/wiki The application is fully open source. All input handling, playback, and MIDI recording/export are performed on the user's machine. VirusTotal scan result: https://www.virustotal.com/gui/file/6b55150577f852dbb4909c9590c902416db5e552ef849f2f44cd6f34251cfbd9 -
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Searcher
Advanced File/Folder Search Tool
Searcher allows users to search for files quickly and efficiently. It helps you get quick results by filtering specific file names or contents with extended search options. It also offers easy access using file managers to open file locations. With its user-friendly interface, Searcher is a tool that makes file management easy. -
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A2M — Audio to MIDI
A2M is a desktop app that converts AUDIO TO MIDI in one click.
...Project links: Website: justagwas.com/projects/a2m GitHub: github.com/Justagwas/a2m Documentation: https://github.com/Justagwas/a2m/wiki A2M is fully open source and operates only on the files you choose. VirusTotal scan result: https://www.virustotal.com/gui/file/cc2a961baaaac2f8932c2e9ed04f0c27a55309cc03ed0825e44c8af18e263ce6 -
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ipfetch-python
Get your public IP Address on the Command Line
This small but fine Python Snippet requests the public IP adress (supports IPv4 and IPv6) at myip.is and outputs the result. It might be useful to get your public IP adress on the command line, or even to check whether your internet connection is working. USAGE : python ipfetch.py -
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Pong Game
Two player Table Tennis video game made usign Python's PyGame library.
PyGame module inspired video game, "Pong" written exclusively in Python, is a great way to present the utmost capabilities and potentiality of the programming language. -
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MediaCrate — Video/Audio Downloader
Download video and audio from over 1,000+ websites with one click
...Project links: Website: justagwas.com/projects/mediacrate GitHub: github.com/Justagwas/mediacrate Documentation: github.com/Justagwas/mediacrate/wiki The application is fully open source, runs entirely on your device, and only downloads content you explicitly request. VirusTotal scan result: https://www.virustotal.com/gui/file/5a9b70c40e0ceb8e8ac411252b56dabd678964dc8d3f804f1df438104e7499f6 -
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BWR Ai watermark remover
AI-powered tool to quickly remove watermarks from videos and photo
Blue Wave Remover is an advanced AI-driven video watermark removal software designed to effortlessly eliminate logos, text, timestamps, and watermarks from video content. Utilizing cutting-edge computer vision and generative AI algorithms, it accurately detects and removes both static and moving watermarks while preserving the original video's quality, colors, and clarity. The program supports popular video formats and offers batch processing for fast and efficient removal on multiple files.... -
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PhiPsi
An eXtended Finite Element Method (XFEM) Software.
...PPView can be used to import Abaqus inp file, view the model defined in the PhiPsi keywords file (*.kpp), edit PhiPsi keywords file, perform a PhiPsi simulation, and view the simulation result files generated by PhiPsi. PPView contains the latest executable program of PhiPsi. Features of PhiPsi: ○ Supported analysis type: 2D, 3D static analysis; 2D, 3D hydraulic fracturing analysis; 2D, 3D dynamic analysis; and 2D field problems analysis. ○ Support as many as 1000 fractures, voids and inclusions. ○ Intersection of 2D and 3D fractures, intersection of fracture and voids or inclusion... -
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Pot-O MusiQT
Official Repository for Pot-O MusiQT
Pot-O MusiQT is a lightweight yet feature-rich desktop music player built with Python and PyQt5, designed for users who want a clean interface, strong playlist control, and practical everyday playback features without unnecessary complexity. It focuses on local media playback, fast interaction, and keyboard-friendly operation, while still offering modern conveniences such as metadata handling, lyrics viewing, and smooth playback transitions. -
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Auto Movie Assembler
Automating making many trailer-like videos with a single click!
...It will join the video clips in a alphabetical order, apply a Fade from Black transitions to all them individually, place a Title Card + sound effect after the first clip and an Ending Card with stylish Fade from White effect, also with its own sound effect. The result is a fully edited trailer that you can directly upload to youtube, showing off pure gameplay footage, attracting attention with an exciting message slide after the first clip and finishing the movie off with an ending slide with a clear call-to-action. Record your clips with ShareX, prepare images/sounds, 2 of each, and run this program to put em all together! ... -
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Simple Clipboard Logger
AutoSaves any text clipboard data into a single TXT file
...Sadly, its worth mentioning that keyloggers that hackers use to steal data work with the same method as this program, except they hide it and send the data online, so this program may result in a false positive with your installed antivirus. You'll need to create an exception to let this program not get quarantined by accident. Source code is included with the program and this program will never send your data anywhere or record it anywhere else than that single TXT file so I assure you it is safe - you can check the source code yourself. -
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SpeakLogPSU can speak chat messages with an individual voice if the NPC or player was configured or with a default one. You will never miss if someone talks to you. Voice cloning can be accomplished with Coqui in less than five minutes without GPU. The result is archived and can be used the next time in game. Some TTS projects already started to add tag support to speak text with emotions or sing it. If a game designer has that in mind with a good chat log she can voiced her game over night. reads the log and sends new chat text to piper. ~/.config/Epic/PSUnreal/Saved/Logs/Pongo_Donjo_chat.txt If a line number is set it can speak all the chat text and waits for new chat text. ...
