Search Results for "conditional random field"
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Showing 51 open source projects for "conditional random field"
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TorchIO
Medical imaging toolkit for deep learning
...Transforms include typical computer vision operations such as random affine transformations and also domain-specific ones such as simulation of intensity artifacts due to MRI magnetic field inhomogeneity. -
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Best-websites-a-programmer-should-visit
Some useful websites for programmers
Best-websites-a-programmer-should-visit is a living, community-curated directory of links that programmers consistently find useful throughout their careers. Rather than being a random bookmark dump, it organizes resources into practical categories such as algorithms, competitive programming, reading materials, podcasts, newsletters, interview prep, design, security, performance, and more. The list aims to reduce the “what should I learn next?” friction by pointing you to high-signal,... -
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Brain Teaser
A fifteen-like game.
This computer game is based on BrainTeaser by Wim Nijland. Choose digits from 1 to 9, split by reaction method into three groups: 1-3-7-9, 2-4-6-8, and 5. The goal is to display all digits except 5, avoiding the field clearing and counter overflow. -
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...Built on a custom POS-driven language, IM5.26 enables users to generate complex poetic structures, recursive grammars, narrative fragments, and linguistic artifacts using a flexible, expressive instruction system. The engine includes a powerful Random Script Generator, giving creators instant access to dynamic, evolving script templates. (A complementary Script Forge, allowing users to design their own script-templates from scratch, is currently under development.) IM5.26 also incorporates robust features such as macro definitions, conditional logic, loops, string and array manipulation, phoneme-based operations, dictionary filtering, and semantics-aware word selection. ...
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MongoDB Atlas runs apps anywhereMongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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LabRPS
Random phenomena generator
This is an official mirror of LabRPS. Code and release files are primarily hosted on https://github.com/LabRPS/LabRPS and mirrored here LabRPS aims to be a tool for the numerical simulation of random phenomena such as stochastic wind velocity, seismic ground motion, sea surface ... etc. It can be in a wide range of uses around engineering, such as random vibration or vibration fatigue in mechanical engineering, buffeting analysis in bridge engineering.... LabRPS is mainly to assist reseachers in related fields to quickly implement new simulation methods programmatically in their new research work based on the existing works, help engineers to numerically generate random phenomena in a more realistic way, helps students and new comers to this field to learn quickly. ... -
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Fox Oring
Fox Oring is a variation of the radio orienteering.
Fox Oring is a variation of the sport of amateur radio direction finding. Fox Oring is a timed race in which individual competitors use a topographic map and a magnetic compass to navigate through diverse, wooded terrain while searching for radio transmitters. The term is derived from the use of the term fox hunting to describe recreational radio direction finding activity and an abbreviation of the word orienteering. It is necessary to discover 5 hidden transmitters located on a 10 × 10... -
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csv2ldif2 is a command line tool written in perl that converts CSV files to LDIF files. Features: Platform independent, reads from STDIN and writes to STDOUT, ignoring/selecting specific fields of the CSV, choosing a custom base-dn and much more!
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PyDenseCRF
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs
PyDenseCRF is a Python library that provides a wrapper around the implementation of fully connected Conditional Random Fields (CRFs) developed by Philipp Krähenbühl and Vladlen Koltun. The project allows developers and researchers to integrate Dense CRF inference into Python-based machine learning pipelines, particularly for computer vision tasks such as image segmentation and labeling. Conditional Random Fields are probabilistic graphical models used to model contextual relationships between neighboring pixels or features, improving prediction consistency across images. ... -
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Custom Post Type List Field For Contact
Woo Product also add image ,product price and product title
A Custom Post Type List Field is an innovative feature that extends the functionality of Contact Form 7. It allows form creators to include a dropdown list in their forms, populated with data from a custom post type in WordPress. Custom post types are a powerful WordPress feature that enables users to create their content types, distinct from regular posts and pages, to handle specialized data efficiently. Advantages of Custom Post Type List Field for Contact Form 7 Improved Data... -
Demo Series - Small Business Backup By VeeamWatch this on-demand demo series and learn how to protect your Microsoft 365 data with clear, simple, actionable steps that are easy to implement for businesses of all sizes.
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Tofu
Tofu is a Python tool for generating synthetic UK Biobank data
...The study has collected and continues to collect extensive phenotypic and genotypic detail about its participants, including data from questionnaires, physical measures, sample assays, accelerometry, multimodal imaging, genome-wide genotyping and longitudinal follow-up for a wide range of health-related outcomes. Tofu will generate synthetic data which conforms to the structure of the baseline data UK Biobank sends researchers by generating random values. For categorical variables (single or multiple choices), a random value will be picked from the UK Biobank data dictionary for that field. For continuous variables, a random value will be generated based on the distribution of values reported for that field on the UK Biobank showcase. -
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TP-COBOL-DEBUGGER
A COBOL debugger for GnuCOBOL/OpenCOBOL written in GnuCOBOL
A COBOL debugger for GnuCOBOL written in GnuCOBOL. Works with both current GnuCOBOL and old GnuCOBOL/OpenCOBOL 1.1; could be used for other vendors with slightly modifications, too. Take a look at https://gnucobol.altervista.org/tp-cobol-debugger/ -
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gofuzz
Fuzz testing for go
gofuzz is a lightweight fuzzing utility for Go that rapidly generates randomized, edge-case-heavy inputs to populate structs, maps, slices, and scalar fields. It’s engineered to make property tests productive by automatically traversing nested types and supplying varied values, including zero values, extremes, and random strings or byte sequences. Because it respects Go’s type system, it can generate valid shapes for complex generic or composite types with very little setup. Users can... -
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Probability Cheatsheet
A comprehensive 10-page probability cheatsheet
The probability_cheatsheet is a cheat sheet repository that summarizes key probability theory concepts, formulas, distributions, and properties in a concise format. 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. ... -
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Molecular Dynamics Studio
Molecular Dynamics Cell Construction
...NanoEngineer-1 is a molecular CAD software written by Nanorex and provides the user an easy way to create molecules, while the software modifications allow the user to type atoms using multiple force fields. PACKMOL can generate a random collection of molecules using the molecule templates from NanoEngineer-1 thus providing the initial MD cell. Modifications to PACKMOL allow the atom type data to be passed through to the MSI2LMP software. MSI2LMP creates a LAMMPS input file based on class I or class II force fields. MSI2LMP was modified to use numerically coded force field data generated by NanoEngineer-1. ... -
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Winterfell
Generate complex, validated and extendable JSON-based forms in React
Generate complex, validated, and extendable JSON-based forms in React. Winterfell allows you to build up complex, multi-page forms with conditional questions, validation, and conditional-page switching via a JSON schema, rendered by React. Winterfell was initially made for a project in a sector that required a large, complex form with questions that would result in more questions or different pages when you clicked next. With an easy-to-write schema and a high level of customization, comes... -
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Accord.NET Framework
Scientific computing, machine learning and computer vision for .NET
The Accord.NET Framework provides machine learning, mathematics, statistics, computer vision, computer audition, and several scientific computing related methods and techniques to .NET. The project is compatible with the .NET Framework. NET Standard, .NET Core, and Mono. -
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Template Tool Release v4.3
Unifying Business Requirements with Application Design through a GUI.
...TT is a fully functional application that facilitates communication, collaboration, requirements traceability, and rapid mock-up prototyping from the point of conception and requirements gathering, to development, testing, and implementation. With the use of drag-and-drop and push-button selections without having to write any code, TT allows end users to add field components, skip-logic, business rules, any number of nested conditional statements in the form of if/then and else-if statements, as well as to simulate workflow. TT saves the project files as EXtensible Markup Language (XML), and the various produced products export into HyperText Markup Language (HTML), JavaScript jQuery, Adobe Acrobat Portable Document Format (PDF), and Microsoft Word. ... -
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This package implements the algorithm bagging markov random field method with c++ together with Java interface. http://nar.oxfordjournals.org/content/41/2/e42.long Cytoscape App: BMRF-Net-CytoscapeV1.0.tar.gz https://sourceforge.net/projects/bmrfcjava/files/BMRF-Net%20Package/BMRF-Net-CytoscapeV1.0.tar.gz/download Source code and standalone version: BMRF-Net-standalone.tar.gz https://sourceforge.net/projects/bmrfcjava/files/BMRF-Net%20Package/BMRF-Net-standaloneV1.1.tar.gz/download BMRF-Net-standalone V1.1: fix issues in analyzing large scale network
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CRFasRNN
Semantic image segmentation method described in the ICCV 2015 paper
CRF-RNN is a deep neural architecture that integrates fully connected Conditional Random Fields (CRFs) with Convolutional Neural Networks (CNNs) by reformulating mean-field CRF inference as a Recurrent Neural Network. This fusion enables end-to-end training via backpropagation for semantic image segmentation tasks, eliminating the need for separate, offline post-processing steps. Our work allows computers to recognize objects in images, what is distinctive about our work is that we also recover the 2D outline of objects. ... -
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DingoRPGTool
Random generators for tabletop RPG games (D&D, Pathfinder, D20, etc)
...Randomly Generates: - Tavern Names - NPC Personality Quirks - NPC Physical Traits - City Embellishments (sensory immersion) ..- Sights ..- Sounds ..- Smells ..- Tactile - Quest Seeds - Herald Announcements - Dice Roller, with bonus field (i.e 2d4+3) All on one screen! These can add a lot of flavor to your campaign. Also included: - Dice Roller can open in its own (conveniently small) window - Editor Panel, to add your own random elements (choose your own adventure!) - All data stored in plain text files (.txt) for easy customization NO Spyware, malware, etc. ... -
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sparsedoppler
Continuous choice of string resonance at each point live music in CPU
Nonlinearly change frequencies and echos for live music by CPU. I found a way to normalize 1d wavefunction amplitude so this hack and its random heat vibrations are still unitary, even while microphone vibrating adds energy to part of 1d string of position and speed scalar arrays. The sparse part is, while the arrays are perfectly dense and linear, time is sparse when some springs vibrate with a larger multiplier of position subtracted from speed. In other words, this hack is a quanta level discontinuous field but in theory may be continuous as change in natural resonance frequency (what part of the "guitar string" would vibrate as if nothing acted on it) These few kilobytes of java code, many versions of CochleaSim.java and JSoundCard0.5 as an easily replaced dependency that reads microphone and writes to speakers as numbers ranging -1 to 1 44100 times per second, which is where SparseDoppler hooks in its array, microphone at one end and speakers hear the sum of the whole string. -
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Fluid Gravity 3way
there are 3 observers to every curve, each seeing the other 2
I recently dug up some of my old simulations after to my surprise 3SAT and a theoretical expansion of boltzmann statistics reminded me I already simulated something like that but I didnt know how good a simulation it was. Check how the varying density and shape of electron clouds and soliton-like or fluid drop like blobs of field gradually start to point outward and get thinner, like a soliton is bell curve shaped as seen from outside. More importantly, compare the 2 halfs of electron cloud pressing against eachother after falling from random positions in 6 flat (x y z/size red green blue) or n dimensional sparse network of such bellcurves which overlap eachother to display the subtle changes in shape and dimension, and if you run it a few more times it sometimes randomly gets large or some parts very dark and moving inside the other, and I think I saw that electron orbital with the donut around the center and vibrating outward on the 2 axis. ... -
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BANNER is a named entity recognition system intended primarily for biomedical text. It uses conditional random fields as the primary recognition engine and includes a wide survey of the best techniques described in recent literature.
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DCTFinder
Extract title and creation time from web page.
...DCTFinder is a system that parses a web page and extracts from its content the title and the creation date of this web page. DCTFinder combines heuristic title detection, supervised learning with Conditional Random Fields (CRFs) for document date extraction, and rule-based creation time recognition. DCTFinder is released under CeCILL free software license agreement. The system is described in the following paper (see 'Files' section): Xavier Tannier. "Extracting News Web Page Creation Time with DCTFinder". Proceedings of the 9th Language Resources and Evaluation Conference. ... -
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Bio.B-Gen
Initial system (box) generator for biological molecular simulations
"Bio.B-Gen" is a command line tool to generate initial systems for biological molecular simulations. "Bio.B-Gen" was mainly designed to be used with the GROMACS molecular dynamics simulation package (http://www.gromacs.org). "Bio.B-Gen" depends on the GROMACS topology and force field information (.top and .itp data files) during the generation stage. "Bio.B-Gen" adds specified number of copies of a molecule to an existing configuration to a specified spacial domain inside the system,...