Search Results for "batch" - Page 5
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Showing 270 open source projects for "batch"
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PyG
Graph Neural Network Library for PyTorch
...It consists of various methods for deep learning on graphs and other irregular structures, also known as geometric deep learning, from a variety of published papers. In addition, it consists of easy-to-use mini-batch loaders for operating on many small and single giant graphs, multi GPU-support, DataPipe support, distributed graph learning via Quiver, a large number of common benchmark datasets (based on simple interfaces to create your own), the GraphGym experiment manager, and helpful transforms, both for learning on arbitrary graphs as well as on 3D meshes or point clouds. ... -
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Stable Diffusion WebUI Forge
Stable Diffusion WebUI Forge is a platform on top of Stable Diffusion
Stable Diffusion WebUI Forge is a performance- and feature-oriented fork of the popular AUTOMATIC1111 interface that experiments with new backends, memory optimizations, and UX improvements. It targets heavy users and researchers who push large models, control nets, and high-resolution pipelines where default settings can become bottlenecks. The fork typically introduces toggles for scheduler behavior, attention implementations, caching, and precision modes to reach better speed or quality... -
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ChatGPT Academic
ChatGPT extension for scientific research work
ChatGPT extension for scientific research work, specially optimized academic paper polishing experience, supports custom shortcut buttons, supports custom function plug-ins, supports markdown table display, double display of Tex formulas, complete code display function, new local Python/C++/Go project tree Analysis function/Project source code self-translation ability, newly added PDF and Word document batch summary function/PDF paper full-text translation function. All buttons are dynamically generated by reading functional.py, you can add custom functions at will, and liberate the pasteboard. Support for markdown tables output by GPT. If the output contains a formula, it will be displayed in tex form and rendered form at the same time, which is convenient for copying and reading. -
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Pytorch-toolbelt
PyTorch extensions for fast R&D prototyping and Kaggle farming
...Every-day common routines (fix/restore random seed, filesystem utils, metrics). Losses: BinaryFocalLoss, Focal, ReducedFocal, Lovasz, Jaccard and Dice losses, Wing Loss and more. Extras for Catalyst library (Visualization of batch predictions, additional metrics). By design, both encoder and decoder produces a list of tensors, from fine (high-resolution, indexed 0) to coarse (low-resolution) feature maps. Access to all intermediate feature maps is beneficial if you want to apply deep supervision losses on them or encoder-decoder of object detection task. -
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Matrix
Multi-Agent daTa geneRation Infra and eXperimentation framework
...The idea is to treat data generation as a “data-to-data” transformation: each input item defines a task, and the runtime orchestrates asynchronous, peer-to-peer agent workflows, avoiding global synchronization bottlenecks. That design makes Matrix particularly well-suited for large-batch inference, model benchmarking, data curation, augmentation, or generation — whether for language, code, dialogue, or multimodal tasks. It supports both open-source LLMs and proprietary models (via integration with model backends), and works with containerized or sandboxed environments for safe tool execution or external code runs. -
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gTTS
Python library and CLI tool to interface with Google Translate
...It supports customizable text pre-processors, which can correct pronunciations, tweak formatting, or handle domain-specific vocabulary before sending it to the API. gTTS is primarily aimed at developers who want a quick way to add cloud-backed speech to scripts, apps, or pipelines without managing any model weights locally. A small CLI utility, gtts-cli, makes it easy to test or batch-generate MP3 files right from the shell. -
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Raster Vision
Open source framework for deep learning satellite and aerial imagery
Raster Vision is an open source framework for Python developers building computer vision models on satellite, aerial, and other large imagery sets (including oblique drone imagery). There is built-in support for chip classification, object detection, and semantic segmentation using PyTorch. Raster Vision allows engineers to quickly and repeatably configure pipelines that go through core components of a machine learning workflow: analyzing training data, creating training chips, training... -
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Imagen - Pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network
Implementation of Imagen, Google's Text-to-Image Neural Network that beats DALL-E2, in Pytorch. It is the new SOTA for text-to-image synthesis. Architecturally, it is actually much simpler than DALL-E2. It consists of a cascading DDPM conditioned on text embeddings from a large pre-trained T5 model (attention network). It also contains dynamic clipping for improved classifier-free guidance, noise level conditioning, and a memory-efficient unit design. It appears neither CLIP nor prior... -
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SageMaker Spark Container
Docker image used to run data processing workloads
...It also supports a rich set of higher-level tools including Spark SQL for SQL and DataFrames, MLlib for machine learning, GraphX for graph processing, and Structured Streaming for stream processing. The SageMaker Spark Container is a Docker image used to run batch data processing workloads on Amazon SageMaker using the Apache Spark framework. The container images in this repository are used to build the pre-built container images that are used when running Spark jobs on Amazon SageMaker using the SageMaker Python SDK. The pre-built images are available in the Amazon Elastic Container Registry (Amazon ECR), and this repository serves as a reference for those wishing to build their own customized Spark containers for use in Amazon SageMaker. -
Go from Code to Production URL in SecondsSkip the Kubernetes configs. Cloud Run handles HTTPS, scaling, and infrastructure automatically. Two million requests free per month.
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Stand-alone application and Python tools for interactive and/or batch processing analysis of X-Ray Fluorescence Spectra. Graphical user interface (GUI) and batch processing capabilities provided.
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LiveRecorder
A fully automatic live broadcast recording tool
LiveRecorder is an automated live stream recording tool designed to monitor and capture broadcasts from multiple streaming platforms without manual intervention. It continuously checks specified channels and begins recording automatically when a stream goes live, enabling hands-free archiving of content. The system supports a wide range of platforms including popular global and regional streaming services, making it versatile for different use cases. It relies on tools like Streamlink and... -
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Formatix Image Converter is a free batch image converter and resizer for Windows. Supports HEIC, AVIF, WebP, SVG, JPEG, PNG, BMP, TIFF, GIF and ICO. Works 100% offline — no uploads, no internet required, no file limits, no ads. Key Features: - Batch conversion — hundreds of images in one operation - Multi-threaded processing for fast performance - 5 resize modes including smart crop - Adjustable quality (JPEG, WebP, AVIF, HEIC) - Drag & Drop support - 6 interface languages: English, Русский, Українська, Deutsch, Suomi, 中文 - Light / Dark theme - Built-in side-by-side image comparison - No installation needed — just run the .exe Input Formats: JPEG, PNG, WebP, AVIF, HEIC/HEIF, SVG, BMP, TIFF, GIF, ICO Output Formats: AVIF, WebP, JPEG, HEIC, PNG, BMP, TIFF, ICO
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ExcelToDatabase
An automated tool for batch-importing Excel data into a database
...Whether you want one-click, batch, or personalized import/export, or use scheduled tasks for unattended full automation, ExcelToDatabase delivers unprecedented productivity improvements. For detail, Please go to website: https://www.diluauto.com/en/ Contact: Email: diluauto@foxmail.com -
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DPG for X (dpg4x) is a program that was designed to allow the easy creation of DPG video files on Linux, but now it can also run on OS X and Windows. DPG is a special format of MPEG-1 video specifically made for playback on a Nintendo DS.
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Echo Drop Zone
Fast file processing tool with drag & drop and batch rename
...It allows you to quickly process, rename, and organize files using a clean drag-and-drop interface. Free version includes: • Drag & Drop file processing • Basic rename tools • Quick file access PRO version unlocks: • Batch rename multiple files • Move and organize files in bulk • Copy file names and file paths instantly • File activity history tracking • Faster and more efficient workflows Built for speed, simplicity, and everyday productivity without unnecessary complexity. -
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Robean
Rodent Neurobehavioral Analysis Software
...The software provides an intuitive graphical interface for analysing Morris Water Maze, Elevated Plus Maze, and Open Field Test experiments from prerecorded videos or live camera feeds. Robean integrates arena definition, zone management, centroid tracking, trajectory visualization, occupancy heatmap generation, automated PDF reporting, and batch study summaries within a single desktop application requiring no programming expertise. -
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ChatTTS_colab
One-click deployment (including offline integration package)
...The repository includes Colab notebooks that launch a Gradio-based web UI and expose streaming TTS, making it possible to listen to generated audio as it is produced. A distinctive feature is the “voice gacha” system, which batch-generates many distinct voice timbres and allows users to save the ones they like into a curated voice library. It has first-class support for long-form audio generation, making it suitable for audiobooks, podcasts, or long narration tasks. The project also implements multi-speaker or role-based reading, letting users assign different voices to different characters in a script and even use a large language model to generate that script in one step. -
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GMAT
General Mission Analysis Tool
The General Mission Analysis Tool (GMAT) is an open-source tool for space mission design and navigation. GMAT is developed by a team of NASA, private industry, and public and private contributors. The GMAT development team is pleased to announce the release of GMAT version R2026a. For a complete list of new features, compatibility changes, and bug fixes, see the R2026a Release Notes in the Users Guide. -
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Metagify
Audio metadata editor with MusicBrainz integration.
Metagify is an open-source desktop application designed to provide a streamlined solution for editing audio file metadata. Built with Python and PyQt5, it offers a powerful and intuitive interface for single-file and batch-editing of tags, as well as seamless integration with the MusicBrainz database. -
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YT Music Downloader
A free and open-source tool to download YouTube videos or playlists as
YT Music Downloader is a free and open-source Python application that allows users to download YouTube videos or full playlists and automatically convert them into high-quality MP3 files. It features a clean and beginner-friendly GUI, works offline, and is packaged with an installer for Windows. Built using pytubefix, moviepy, FFmpeg, and Tkinter. -
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CemCon
Automated SMILES-to-optimized 3D molecular structure converter
CemCon is a desktop application developed for automated batch conversion of SMILES strings into optimized 3D molecular structures. The software is designed to simplify ligand preparation workflows for molecular docking, virtual screening, molecular dynamics simulations, and other Computer-Aided Drug Design (CADD) applications. Developed by Abhijit Reang and Sandip Das under the supervision of Dr. -
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Easy Background Remover
Free offline background remover for Windows - one click, no watermark
...The app runs the open source u2net neural network locally on your CPU through onnxruntime, so it works on any modern Windows PC and does not need a GPU. Pick a single photo or drop a whole folder for batch processing. The cutout pipeline mirrors the default u2net path of the well-known rembg library, so the quality matches what you would get from popular online background removers - without giving up your photos, paying for full resolution, or watching ads. The installer is tiny, has no telemetry, places a single desktop shortcut and removes itself after the first run. ... -
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!! THIS PROJECT HAS BEEN MOVED!! https://github.com/Lymphatus/caesium-image-compressor Caesium reduces the size of your picture up to 90%, preserving the original visual quality. Allows you to save a lot of space and easily upload your pictures on the web in a moment. The software is user-friendly with a simple and clear interface.
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Advanced Trigonometry Calculator
Open-source C/C++ math engine for advanced scientific computing
...ATC supports equation solving, polynomial tools, complex numbers, matrix calculations, statistics, physics, geometry, unit conversions, DSP/FFT operations, and scripting. It can also process batch TXT files, making it useful for repeatable calculations and automated workflows. The project also includes ATC Online Alpha, a WebAssembly-based version that brings parts of the ATC engine to the web. ATC is released under the GPLv3 license and is made in Portugal. -
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DNS Crawler
A Bulk Domain Assessment Tool
DNS Crawler is a lightweight, Python-based utility designed for efficient batch processing and assessment of internet domain names. It reads from a list of domains formatted as: domain_name <tab> or ; optional_comment and generates a detailed, Excel-compatible CSV report with columns including: DOMAIN: Domain name REG: Registrar SOA, NS, MX, TXT, SPF, DMARC, MS, A, PTR: Common DNS records for comprehensive domain analysis NOTE: Optional comments from the original input file Whether you're managing multiple domains or auditing for cross-platform DNS consistency, DNS Crawler simplifies the process, offering a clear, structured output for easy review and reporting.