Search Results for "reference" - Page 30
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Showing 1688 open source projects for "reference"
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Scikit-learn Tutorial
An introductory tutorial for scikit-learn
Scikit-learn Tutorial contains the materials for Jake VanderPlas’s introductory scikit-learn tutorial, originally used at major Python conferences. It provides a collection of notebooks that walk attendees from basic machine-learning concepts into practical modeling using the scikit-learn library. The tutorial covers data preparation, model fitting, evaluation, and common algorithms such as classification, regression, clustering, and dimensionality reduction. It is designed for people who... -
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GL02Les Alpagas software is refactored by the team The Hot Turtles and the team Les Alpagas initially constructed the code. The software is written in Javascript and compatible with the Node.js environment in view of future integration with Tweets information system. The software is for users aiming to create social impact reports, using data obtainable via the Twitter API, however, the data returned by the API is raw and complicated to use. The software makes raw data readable...
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yz-next-apyref
Arno-Can's Python based API Reference Generator.
Multi-Syntax-Version and Multi-Implementation API reference documentation generator. Supports local and remote sources. -
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WebFaceDetection
Web Face Detection using OpenCvSharp, Emgu and Accord.Net with Json
..._1_Web_Face_Detection.ZIP or https://sourceforge.net/projects/webfacedetection/files/%21_1_Web_Face_Detection.zip/download .... For a New Test! .... Make new Asp.Net web application .Framework MVC .... Reference files from Libs folder ( exclude cvextern.dll and opencvsharpextern.dll and face.xml ) .... Add Existing Item from Libs folder ( face.xml and opencvsharpextern.dll and cvextern.dll ) to your project, Set Copy if Newer. .... Replace Controllers/HomeControllers.cs from this HomeControllers.cs .... Replace contents of Views/Home/Index.cshtml from this Index.cshtml for Emgu Face Detection .... ... -
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Flutter UI Challenges
Updated for Flutter 3.x ** 100+ Professional UI implementations
flutter_ui_challenges is a collection of Flutter UI designs and implementations showcasing various layouts, patterns, and widget usages. It serves as a playground and reference for developers wanting to learn how to replicate complex mobile UI elements in Flutter. The repository includes dozens of screens like onboarding flows, e-commerce pages, profiles, dashboards, and animated components. Each example demonstrates how to combine core Flutter widgets with creative styling and transitions to achieve polished results. ... -
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setupdocx
Multidocument automation by templates - for sphinx, mkdocs, epydoc ...
... - install_docx - Installs local documentation. - dist_docx - Documentation packaging. - build_apidoc - Standalone Generator for API Documentation - build_apiref - Standalone Generator for API Reference -
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HTML5 Demos and Examples
Collection of hacks and demos showing capability of HTML5 apps
...Though no longer actively maintained, the archive still contains hundreds of creative examples that can teach fundamentals and spur experimentation with web features. Developers historically used it as a reference when testing browser support for features or teaching newcomers how specific APIs behave in real code. -
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OLiA
OWL/DL ontologies for linguistic annotations
MOVED TO https://github.com/acoli-repo/olia. The Ontologies of Linguistic Annotations (OLiA) provide an OWL/DL taxonomy of data categories as a reference for linguistic annotation (OLiA Reference Model), plus OWL/DL models for a large number of annotation schemes (OLiA Annotation Models) and their relationship to reference data categories (OLiA Linking Models). The OLiA Reference Model itself is linked to community-maintained repositories such as GOLD (http://linguistics-ontology.org/) and ISOcat (http://www.isocat.org) The OLiA ontologies were originally developed as part of an infrastructure for the sustainable maintenance of linguistic resources (http://www.sfb441.uni-tuebingen.de/c2/index-engl.html), their fields of application include the formalization of annotation schemes, concept-based querying over heterogeneously annotated corpora, and the development of interoperable NLP pipelines. -
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SCV10
SCV10 originally means source-code-versioning-1.0
SCV10 originally means source-code-versioning-1.0. It provides a file-browsing UI with versioning features. Beside, it is also a backup tool that stores the all source code versions in one zip file and restoring later. -
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RGT
Repeat Genotyping Tool
Alignment-free genotyping software for simple sequence repeat structures from targeted sequencing reads Simple sequence repeat structures are often genotyped using targeted sequencing, where thousands of sequence reads from the same locus are generated. These reads are then aligned to thousands of reference sequences representing all possible repeat structures that might exist in the sample. This method is error prone because it is likely to mistakenly genotype structures that were not identified before, as unidentified SNPs, and of course the whole process is very time consuming. RGT identifies SSR structures from raw fastq reads, identifies and exports the gremlin alleles to the user, along with 2D plots of units counts (as electrophoresis plots). ... -
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restoresettings
the project evolved into https://sourceforge.net/projects/dirreset/
The project evolved into dirreset (https://sourceforge.net/projects/dirreset/) This script may be useful in computer classes to free teacher or system administrators from user settings restoration after student made changes. The main idea is to prepare an archive with reference copy of settings and to use this script for replacing changes settings with archived. Clearing DE cache also provided. Script was tested a couple years ago on XFCE and works every day last 5 years on KDE (Plasma), including in recently released Debian 10. -
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MMF
A modular framework for vision & language multimodal research
MMF is a modular framework for vision and language multimodal research from Facebook AI Research. MMF contains reference implementations of state-of-the-art vision and language models and has powered multiple research projects at Facebook AI Research. MMF is designed from ground up to let you focus on what matters, your model, by providing boilerplate code for distributed training, common datasets and state-of-the-art pre-trained baselines out-of-the-box. -
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Serial Profile Plotter For Reflow Ovens
Utility for plotting data from homemade reflow ovens via serial port
...Settings are automatically saved using INI file. An ideal reflow curve can be superimposed on the graph as a reference -
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CAI[N]
Chromosomal Aberration Identifier [Numerical]
CAI[N] is a novel computational tool for CNV-karyotyping based on low coverage whole genome sequencing that uses in silico-generated normal karyotypes as a reference to calculate numerical chromosomal aberrations in fixed genomic windows in experimental samples. -
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MetaAnnotator
Fast and Accurate Taxonomic Annotation for Metagenomic reads
...Taxonomic annotation is a critical first step for analysis of metagenomic data. Despite a lot of tools being developed, the performance (both running time and accuracy) is still not satisfactory, in particular, when a close species-level reference does not exist in the database. we propose a novel annotation tool, MetaAnnotator, to annotate metagenomics reads which outperforms all existing tools significantly when only genus-level references exist in the database. -
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RGI (RCP scenario-based Growing degree days Interpolation) program is to predicting and interpolating average temperature and Growth Degree Day (GDD) using regression analysis. This program is free but we require a citation of the following paper when using RGI. reference: (not yet)
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opsworks-cookbooks
Chef Cookbooks for the AWS OpsWorks Service
...Although OpsWorks Stacks reached end-of-life in May 2024, the repository remains valuable for teams still running legacy stacks or studying Chef automation patterns in an AWS context. The repository includes multiple branches to support different Chef versions (11.10, 11.4, 0.9) and provides reference implementation of layer recipes, attributes, and templates. -
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YouTubeCrawler
Go-based automation utility that downloads YouTube videos
...It assumes a Linux environment with SSR proxy support, and requires the user to pre-install youtube-dl and ffmpeg. With its focus on automation, the tool is useful for easily archiving multilingual subtitles, prepping content for editing, or creating reference versions of YouTube videos. -
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NativeScript Documentation
Documentation, API reference, and code snippets for NativeScript
NativeScript provides platform APIs directly to the JavaScript runtime (with strong types) for a rich TypeScript development experience. Building Web, iOS, Android, and Vision Pro apps with a shared codebase (aka, cross-platform apps) Building native platform apps with portable JavaScript skills. Augmenting JavaScript projects with platform API capabilities. AndroidTV and Watch development watchOS development. Learning native platforms through JavaScript understanding. Exploring platform... -
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SwiftIcons
Swift Library for Font Icons - this library
A library for using different font icons. Swift Library for Font Icons: dripicons, emoji, font awesome, icofont, ionicons, linear icons, map icons, material icons, open iconic, state, weather. Now, you don't have to download different libraries to include different font icons. This SwiftIcons library helps you use icons from any of the following font icons. SwiftIcons supports different objects from the object library. -
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maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation
...The framework integrates critical components—region proposal networks (RPNs), RoIAlign layers, mask heads, and backbone architectures such as ResNet and FPN—optimized for both accuracy and speed. It supports multi-GPU distributed training, mixed precision, and custom data loaders for new datasets. Built as a reference implementation, it became a foundation for the next-generation Detectron2, yet remains widely used for research needing a stable, reproducible environment. Visualization tools, model zoo checkpoints, and benchmark scripts make it easy to replicate state-of-the-art results or fine-tune models for custom tasks. -
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RobotsDisallowed
A curated list of the most common and most interesting robots.txt
RobotsDisallowed is a public catalog that tracks websites and organizations explicitly blocking AI and web-scraping crawlers in their robots.txt or related mechanisms. It focuses on documenting the growing trend of content owners asserting control over how their data is used for model training and automated harvesting. The project aggregates domains, notes the targeted bots or user agents, and surfaces patterns for researchers, policymakers, and tool builders. It serves both as a... -
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Probability Cheatsheet
A comprehensive 10-page probability cheatsheet
...It likely includes definitions of random variables, PMFs and PDFs, expectations, variance, common distributions (e.g. binomial, normal, Poisson, exponential), conditional probability, Bayes’ theorem, moment generating functions, and perhaps important inequalities (Markov, Chebyshev, Chernoff). The cheat sheet is intended as a quick reference for students, data scientists, statisticians, or anyone needing to recall core probability formulas without diving into textbooks. It may include visual diagrams (e.g. distributions’ shapes), tips or mnemonic notes, and examples of application (e.g. computing probabilities or expectations). Formats could include Markdown, PDF, or images for easy inclusion in study materials or slides. -
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ggplot2-book
ggplot2: elegant graphics for data analysis
...The book explains the theory and application of the ggplot2 package in R for data visualization, guiding readers through its layered grammar of graphics approach. It serves as both a practical guide and conceptual reference for building advanced plots and mastering ggplot2. -
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MCU live explorer
A project for simple and deep microcontroller unit management.
This project is in beta phase and actually configured for ARM Cortex® M3 MCU, tested with stm32f103c8t6 "blue pill" Reference for configuration: RM0008 Reference manual STM32F101xx, STM32F102xx, STM32F103xx, STM32F105xx and STM32F107xx advanced Arm®-based 32-bit MCUs document available on STMicroelectronic official site Need be installed as prerequistite PYSWD, a python module for debugging microcontrollers with SWD using ST-Link/V2 (/V2-1) debugger available at https://github.com/cortexm/pyswd
