Search Results for "construct" - Page 4
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Showing 335 open source projects for "construct"
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TypeChat
Library for building type-safe natural language interfaces with LLMs
...TypeChat addresses these challenges by replacing traditional prompt engineering with a concept called schema engineering. Instead of writing complex prompts, developers define types that represent the intents supported by their applications. It then uses those type definitions to construct prompts for language models and translate user input into structured data that follows the defined schema. -
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face.evoLVe
High-Performance Face Recognition Library on PaddlePaddle & PyTorch
...The project provides a comprehensive framework for building and training modern face recognition models using deep learning architectures. It includes components for face alignment, landmark localization, data preprocessing, and model training pipelines that allow developers to construct end-to-end facial recognition systems. The repository supports multiple neural network backbones such as ResNet, DenseNet, MobileNet, and ShuffleNet, enabling experimentation with different architectures depending on performance requirements. It also implements a wide range of loss functions commonly used in face recognition research, including ArcFace, CosFace, Triplet loss, and Softmax variants. ... -
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SAG
SQL-Driven RAG Engine
...Documents are first decomposed into atomic semantic events, which are then represented using multidimensional natural language vectors. These vectors allow the system to identify relationships between concepts and construct a graph representation of knowledge at runtime. The architecture also includes a three-stage retrieval pipeline consisting of recall, expansion, and reranking steps to improve search accuracy. The engine integrates semantic vector similarity with traditional full-text search to improve both recall and precision. Because the knowledge graph is generated dynamically, the system can adapt to new information without requiring manual graph maintenance. -
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LLMCompiler
An LLM Compiler for Parallel Function Calling
...Traditional LLM agent systems typically execute tool calls sequentially, which can create latency, higher costs, and reduced reliability when solving multi-step problems. LLMCompiler addresses this limitation by applying principles from classical compilers to analyze a task and construct an execution plan that allows multiple functions to run in parallel whenever possible. The framework builds a dependency graph of required operations, identifying which tasks must run sequentially and which can be executed simultaneously. Its architecture includes components such as a planning module that constructs the task graph, a task dispatcher that manages dependencies, and an executor that performs parallel calls. -
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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LLM Workflow Engine
Power CLI and Workflow manager for LLMs (core package)
...Instead of focusing solely on chat interactions, the system is built to embed LLM calls into larger automation pipelines where model outputs can drive decision making or trigger additional processes. Developers can construct structured workflows using configuration files and integrate them with tools such as Ansible playbooks or custom scripts to automate complex tasks. The engine supports multiple AI providers through a plugin architecture, allowing connections to services like OpenAI, Hugging Face, Cohere, or other compatible APIs. -
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ai-cookbook
Examples and tutorials to help developers build AI systems
...The repository contains examples that demonstrate how to build AI workflows using modern tools such as large language models, autonomous agents, and external APIs. Developers can learn how to construct applications like intelligent assistants, automation pipelines, and AI-powered data analysis tools through step-by-step tutorials and ready-to-run scripts. The code examples are designed to emphasize practical architecture patterns that are commonly used in production environments, helping developers understand how to integrate AI services into software products. -
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AWS SDK for Java
The official AWS SDK for Java 1.x (In Maintenance Mode
...The SDK offers both synchronous and asynchronous clients and integrates with popular HTTP stacks, credential providers, and logging frameworks. Its data models map directly to service APIs, making it straightforward to construct requests and parse responses. Extensive configuration options let you tune connection pools, timeouts, retry policies, and regional behavior for production workloads. Although superseded by v2 for new projects, v1 remains widely used in mature systems due to its broad coverage and stability. -
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jdbi
jdbi is designed to provide convenient tabular data access in Java
...Unlike an ORM, we do not aim to provide a complete object-relational mapping framework - instead of that hidden complexity, we provide building blocks that allow you to construct the mapping between relations and objects as appropriate for your application. The Core API provides a fluent, imperative interface. Use Builder style objects to wire up your SQL to rich Java data types. -
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Rotations.jl
Julia implementations for different rotation parameterizations
...While the RotMatrix type is a dense representation of a 3×3 matrix, we also have sparse (or computed, rather) representations such as quaternions, angle-axis parameterizations, and Euler angles. All rotation types support one(R) to construct the identity rotation for the desired parameterization. -
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Styled Components
Visual primitives for the component age
...Utilising tagged template literals (a recent addition to JavaScript) and the power of CSS, styled-components allows you to write actual CSS code to style your components. It also removes the mapping between components and styles, using components as a low-level styling construct could not be easier! Alternatively, you may use style objects. This allows for easy porting of CSS from inline styles, while still supporting the more advanced styled-components capabilities like component selectors and media queries. styled-components is compatible with both React (for web) and React Native, meaning it's the perfect choice even for truly universal apps! ... -
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Design Patterns Library
A comprehensive design patterns library implemented in C#
A comprehensive design patterns library implemented in C#, which covers various design patterns from the most commonly used ones to the lesser-known ones. Get familiar with and learn design patterns through moderately realistic examples. In software engineering, a design pattern is a general repeatable solution to a commonly occurring problem in software design. A design pattern isn't a finished design that can be transformed directly into code. It is a description or template for how to... -
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Finagle
A fault tolerant, protocol-agnostic RPC system
Finagle is an extensible RPC system for the JVM, used to construct high-concurrency servers. Finagle implements uniform client and server APIs for several protocols, and is designed for high performance and concurrency. Most of Finagle’s code is protocol agnostic, simplifying the implementation of new protocols. Finagle is written in Scala, but provides both Scala and Java idiomatic APIs. Finagle is a protocol-agnostic, asynchronous RPC system for the JVM that makes it easy to build robust clients and servers in Java, Scala, or any JVM-hosted language. ... -
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Scala Parser Combinators
simple combinator-based parsing for Scala
scala-parser-combinators is a library that offers simple combinator-based parsing for Scala. Originally part of the Scala standard library, it allows developers to construct parsers using combinators directly in Scala code. -
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oxiida
A DSL for scientific workflow construction.
`oxiida` is a workflow interpreter for building and controlling processes running on remote resources. It is opinioned on focusing at running scientific workflows in a high-throughput manner. - `oxiida` supports construct and run tasks/jobs with different timespan from seconds to months. - `oxiida` supports run tasks/jobs on local machine, cloud or HPC. - `oxiida` has native support for Workflow Definition Language (WDL). - `oxiida` as a language can embed into Python, Julia and Lua to powerup and standard your current workflow setup. -
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Lep-MAP3 is a novel and free software for linkage mapping. It can construct linkage maps on very large number of markers and individuals on single or multiple families. Especially, it supports whole genome sequencing data even with low sequencing depth. If you use Lep-MAP3, please cite P. Rastas. Lep-MAP3: Robust linkage mapping even for low-coverage whole genome sequencing data, Bioinformatics. 2017, 33(23):3726-3732. https://doi.org/10.1093/bioinformatics/btx494.
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MPIGeneNet
Parallel tool to construct gene co-expression networks
MPIGeneNet is a parallel tool to construct gene co-expression networks using Pearson’s correlation and Random Matrix Theory (RMT). This tool takes as input a matrix with the expression values (a float value) for different genes observed from several samples. It is a parallelization of RMTGenNet tool (https://github.com/spficklin/RMTGeneNet). MPIGeneNet integrates the whole procedure of creating the in one program, which makes the tool easier to work with (the users only have to launch the application once) and avoids writing/reading from intermediate files among the modules. -
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SmartCopy 2
Advanced GUI tool for working with large filesystems
SmartCopy2[026] aims to combine the power and versality of command-line tools with the steerability and ease of use of modern GUI tools. It allows users to construct sophisticated pipelines and to selectively choose the files and folders the pipeline will operate on. Settings and workflows can be saved as presets for easy customisation and re-use. It can also be used for building playlists from a large music collection, (almost) as a side effect, It is the modern replacement for https://sourceforge.net/projects/smartcopytool/ -
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...Generates parsers up to 140 times the speed of ANTLR parsers, and 1/10th of the size or smaller. Contains the DFA lexer generator, 80% faster than flex lexers. Works with Visual Studio C++. Contains 27 grammars. Parsers build a symbol table. Parsers construct an abstract-syntax tree (AST). Parser are very fast and small. Reads ANTLR and YACC grammars, after making some changes. Accepts advanced EBNF grammar notation. Includes 4 sample projects. Source code compiles on Windows and Linux. Support is available. Contact me at: paul@paulbmann.com .
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Context Free Grammar Kit
Context-Free Grammar Interpreter
...Built for speed, clarity, and creative flexibility, RPG supports nested rules, controlled randomness, variable binding, reusable modules, and symbolic expansions. It’s easy enough for newcomers to use in minutes but deep enough for advanced users to construct full recursive literature systems. RPG is part of a broader ecosystem of experimental text technologies developed by David Tolkacz, whose work explores recursive structure, self-modifying language, and the generative logic behind myth, prophecy, and symbolic literature (see works such as The Book of the Damned , The Devourer , and the extended Pantheon cycle). ... -
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IONe
ION experimental baseline
The intent of the IONe project is to construct and manage an integrated baseline of Interplanetary Overlay Network (ION) software that includes features which provide potentially useful functionality but are not yet mature enough to be integrated into NASA's operational ION baseline. The concept is that such an experimental code base, lightly regression-tested and packaged for distribution to the ION open-source community on a relatively rapid cadence, could be of value in non-NASA DTN research activities, including the prototyping of new capabilities as discussed by the IETF DTN Working Group. ... -
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Optimizer_sovkov
Constructing and optimizing general mathematical and physical models
...It is written in the Matlab algorithmic language and is executed in the Matlab environment with partial functionality in Octave. The convenient visual interface and the detailed manuals are provided. The main benefit of the package is its capability to construct models of any level of complexity in a block-by-block manner. Elementary model blocks can be collected in libraries, and we have already written many such library programs. Many of these programs are already available along with the main package. Currently, the main focus of these is computational quantum mechanics, analysis and simulation of molecular spectra, and general-purpose approximants. ... -
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illness index
illness_index A Computer Program of a Medical Textbook.
A computer scientist has attempted to program a textbook of British general practice (primary care) medicine, that is, Hodgkin K (1978) "Towards Earlier Diagnosis....", 4th Edition, Churchill Livingstone. If a patient types presenting findings (such as headache, cough), the program prompts the user for expansion/denial of appropriate findings, in order to construct a list of patient findings. The program also calculates a list of likely diseases, which the user can use the web to find out more about. The program has more than 600 diseases and 1000 findings. Brought to you by Kit Free Software 2024 Ltd. Keywords - disease, health, healthcare, illnesses, illnessindex, illness_index. -
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Candid PDF Table
CandidPDFTable – Deterministic TCPDF Table Builder
CandidPDFTable (Candid PDF Table Builder) is a deterministic, colspan-aware table builder designed specifically for TCPDF. It provides a clean and predictable API to construct HTML tables for TCPDF::writeHTML() using explicit, cell-owned borders and late-stage layout computation. The library is built for programmatic table generation where precise control over rows, columns, colspans, borders, and serial numbering is essential. Building complex tables directly in TCPDF becomes difficult once HTML is rendered. ... -
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Kisekae UltraKiss
Kisekae UltraKiss is a full featured integrated development environmen
UltraKiss is a computer program that implements the Kisekae Set system, KiSS, a Japanese graphics system originally developed to facilitate costume changes on virtual dolls. UltraKiss was developed to help artists build their KiSS sets. It is a full featured viewer for all KiSS dolls, games, and visual applications. It is also a complete graphical development environment for creating KiSS applications. It fully implements the FKiSS event driven programming language up to and including... -
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SageMaker Spark
A Spark library for Amazon SageMaker
SageMaker Spark is an open-source Spark library for Amazon SageMaker. With SageMaker Spark you construct Spark ML Pipelines using Amazon SageMaker stages. These pipelines interleave native Spark ML stages and stages that interact with SageMaker training and model hosting. With SageMaker Spark, you can train on Amazon SageMaker from Spark DataFrames using Amazon-provided ML algorithms like K-Means clustering or XGBoost, and make predictions on DataFrames against SageMaker endpoints hosting your trained models, and, if you have your own ML algorithms built into SageMaker compatible Docker containers, you can use SageMaker Spark to train and infer on DataFrames with your own algorithms -- all at Spark scale. ...