Search Results for "gap" - Page 7
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Showing 287 open source projects for "gap"
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1
Emb-GAM
An interpretable and efficient predictor using pre-trained models
...In contrast, generalized additive models (GAMs) can maintain interpretability but often suffer from poor prediction performance due to their inability to effectively capture feature interactions. In this work, we aim to bridge this gap by using pre-trained neural language models to extract embeddings for each input before learning a linear model in the embedding space. The final model (which we call Emb-GAM) is a transparent, linear function of its input features and feature interactions. Leveraging the language model allows Emb-GAM to learn far fewer linear coefficients, model larger interactions, and generalize well to novel inputs. ... -
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MELO
Machine Executable Language Ontology (MELO)
This project is intended to fill the gap between the semantic web and the mainstream of software engineering, especially to integrate the semantic web with programming languages, and find an ontological representation of programming languages, including abstract syntax code execution, and global interoperability in execution environments. The machine executable language is modelled in OWL 2 DL using OWL API in C++ developed in this project. -
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ConvNeXt
Code release for ConvNeXt model
...It revisits classic ResNet-style backbones through the lens of transformer design trends—large kernel sizes, inverted bottlenecks, layer normalization, and GELU activations—to bridge the performance gap between convolutions and attention-based models. ConvNeXt’s clean, hierarchical structure makes it efficient for both pretraining and fine-tuning across a wide range of visual recognition tasks. It achieves competitive or superior results on ImageNet and downstream datasets while being easier to deploy and train than transformers. ... -
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sutfcpplib
Simple UTF library for C++
SUTFCPP is а C++ header-only library that fills the C++17 standard gap in support for Unicode strings. The standard doesn't give us any helpers for converting strings of different widths to each other, as well as any tool for iterating by code points. The library was created to work exclusively with Unicode, without support for other encodings. -
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YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. YOLOX is an anchor-free version of YOLO, with a simpler design but better performance! It aims to bridge the gap between research and industrial communities. Prepare your own dataset with images and labels first. For labeling images, you can use tools like Labelme or CVAT. One more thing worth noting is that you should also implement pull_item and load_anno method for the Mosiac and MixUp augmentations. Except special cases, we always recommend using our COCO pre-trained weights for initializing the model. ... -
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Serverless Next.js Component
Deploy your Next.js apps on AWS Lambda@Edge via Serverless Components
...Since Next.js 8.0, serverless mode was introduced which provides a new low-level API that projects like this can use to deploy onto different cloud providers. However, Next.js doesn't provide the full serverless routing logic, hence why this project is needed to fill the gap. The long-term vision is to allow you to self-host with various clouds, starting with AWS. This project is a better version of the serverless plugin which focuses on addressing core issues like next 9 support, better development experience, the 200 CloudFormation resource limit and performance. Users of this component should be able to use Next.js development tooling, aka next dev. ... -
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The FMI++ Library
A High-level Utility Package for FMI-based Software Development
...Furthermore, the FMI++ library provides utilities to implement FMI-compliant interfaces for a large class of simulation tools. The FMI++ library intends to bridge the gap between the basic FMI specifications and the typical requirements of simulation tools. It is distributed using a BSD-like license. -
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CSS Critic
Lightweight CSS regression testing
...Also, CSS Critic aims at bridging the gap between user experience (UX) people and (UI) developers. You probably won't find an easier way of sharing your UI tests than the simple web page that CSS Critic basically is. And don't feel put down by the "CSS" bit, you may throw anything at it that can be converted into a simple image. -
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MaskFormer
Per-Pixel Classification is Not All You Need for Semantic Segmentation
MaskFormer is a unified framework for image segmentation developed by Facebook Research, designed to bridge the gap between semantic, instance, and panoptic segmentation within a single architecture. Unlike traditional segmentation pipelines that treat these tasks separately, MaskFormer reformulates segmentation as a mask classification problem, enabling a consistent and efficient approach across multiple segmentation domains. Built on top of Detectron2, it supports a wide range of datasets including ADE20K, Cityscapes, COCO-Stuff, and Mapillary Vistas, and provides pretrained baselines for each. ... -
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Game-Programmer-Study-Notes
A collection of reading notes from my career as a game programmer
...The repository is structured to guide learners through fundamental and advanced concepts, making it suitable for both beginners and experienced programmers. It includes insights from industry practices as well as academic knowledge, bridging the gap between theory and real-world application. The content is often supplemented with diagrams, examples, and explanations that clarify complex topics. By consolidating resources into a single repository, it reduces the need to search across multiple sources. Overall, it serves as a valuable learning hub for mastering game development concepts. -
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Glow Sans
SHSans-derived CJK font family with a more concise & modern look
SHSans-derived CJK font family with a more concise & modern look. Future Yinghei·Future Yinghei·ヒカリ角ゴ, Based on the transformation of Siyuan Heibody, it has a series of thickness and width, a more concise and modern super large font family. Future Yinghei is an open-source font project based on Siyuan Heidi, Fira Sans and Raleway, supporting Simplified Chinese, Traditional Chinese, and Japanese; Siyuan HeiTi's 7-character weight has been expanded to a 9-character weight, and width series are... -
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Old Photo Restoration
Bringing Old Photo Back to Life (CVPR 2020 oral)
...And the translation between these two latent spaces is learned with synthetic paired data. This translation generalizes well to real photos because the domain gap is closed in the compact latent space. Besides, to address multiple degradations mixed in one old photo, we design a global branch with a partial nonlocal block targeting to the structured defects, such as scratches and dust spots. -
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EEPROM_editor
EEPROM programmer for the SST39SF040 chip.
This is a single purpose programmer for a 4MB EEPROM chip which is intended to be used as a universal logic device in a state machine. This fills the gap between circuits that are too complex for discrete logic gates while also not being suitable for Arduino type control. FPGAs are suitable for these applications, but the learning curve is steep, the tools are complex and for small one off projects, not worth the effort. An Arduino Nano will be used as an interposer between a Python script doing the programming and SPI connected port expander chips used for generating the required signals. ... -
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Stats With Julia Book
Collection of runnable Julia code examples for a statistics book
...Readers can explore how Julia supports statistical modeling, simulation, and computational methods in data science workflows. The included initialization script simplifies package setup, ensuring that learners can focus on running and modifying the code examples. This project bridges the gap between textbook learning and hands-on coding, making it a valuable educational tool for students, researchers, and practitioners. -
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Brain AutoML
Google Brain AutoML
...The researchers also proposed PyGlove, a general symbolic programming library for Python, to implement the symbolic formulation of AutoML. AutoML, designed to fill the machine learning industry’s talent gap, is gaining traction among various organizations. -
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BitTiger
Lifelong Learning University from Silicon Valley
...Rather than being a traditional software application, it is structured as a knowledge base composed of curated learning materials, tutorials, and practical case studies designed to simulate real-world problem solving. The project reflects the philosophy of a “lifelong learning university,” aiming to help learners bridge the gap between academic knowledge and industry skills by exploring applied concepts across multiple domains. It includes structured modules on algorithms, system design, and emerging technologies, along with hands-on examples such as blockchain implementations and AI experiments. -
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Gap-SPH
Basic SPH solver for 3D subsonic fluid flow models
This solver programmed in C applies the Smoothed Particle Hydrodynamics method to subsonic incompressible 3d fluid flow. Viscosity is updated every half-time step to account for nonlinear behavior of one of the phases and all solid boundaries are modeled using the virtual particle method. A basic all-pair search algorithm is used to determine pair lists. The purpose of this self-contained solver is to further develop the code to optimize it to the case of river bedload dynamics. Parallel... -
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SpringAll
Step by step, learn Spring Boot, Spring Boot & Shiro, Spring Batch
...Each module focuses on a specific technology or integration—covering web applications, ORM frameworks, microservices, caching, messaging, security, distributed systems, and monitoring. The repository emphasizes both theory and practice, combining conceptual explanations with working examples so learners can bridge the gap between reading documentation and building real-world applications. It also includes advanced topics such as distributed locks with Zookeeper, API documentation with Swagger, session sharing, security with RBAC, and microservice communication patterns. The project continues to evolve with community contributions, making it a useful reference for both beginners and experienced Java developers. -
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...Download the last version from the release page https://github.com/clstoulouse/motu-client-python/releases. --- Motu is a high efficient and robust Web Server which fills the gap between heterogeneous Data Providers to End Users. Motu handles, extracts and transforms oceanographic huge volumes of data without performance collapse. This client enables to extract and download data through a python command line Indesol project sample: http://www.indeso.web.id/indeso_wp/index.php/faq/30-6-how-to-write-and-run-the-script-to-download-indeso-met-ocean-data
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Excel Gantt
Excel Gantt, easy Scheduling for fast Planning
The main purpose of this Program is to fill a gap in Project Scheduling concerning the existing Software. This gap is noticeable whenever a contractor wants to Schedule a small project and finds no easy way to do it so. The existing software like MS Project or Primavera among others not only require skilled professionals but also aren’t readily available like the ubiquitous Excel… On top of that, they have their own idiosyncrasies that by themselves represent equal or greater difficulties as the Project schedule itself. ... -
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SQLFlow
SQL compiler bridging databases and machine learning workflows
SQLFlow is an open source project designed to bridge the gap between traditional SQL-based data processing and modern machine learning workflows by extending SQL syntax with AI capabilities. It acts as a compiler that translates SQL programs into executable workflows, enabling users to train, evaluate, and deploy machine learning models directly from SQL statements. It integrates with multiple database engines such as MySQL, Hive, and MaxCompute, while also supporting machine learning frameworks like TensorFlow and XGBoost. ... -
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SVG Explorer Extension
Extension module for Windows Explorer to render SVG thumbnails
...It supports features like CSS-based styling, embedded fonts, and scaling in thumbnails so the preview matches rendering expectations. Because Windows doesn’t natively render SVG previews in many versions, this fills a usability gap for designers, developers, and content creators working with vector assets. The extension is lightweight, integrates into shell UI seamlessly, and improves file navigation workflows involving vectors. -
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JS Bits
JavaScript concepts with code
...The repository is organized by topic so that learners can jump directly into areas they want to reinforce or explore, and community contributions are welcomed to expand coverage or add alternative explanations. Rather than being a formal textbook, js-bits acts like a developer’s code-centric cheat sheet that helps bridge the gap between abstract language specifications and real usage patterns in the browser or Node.js. -
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Analyze
Draven's Blog
...The repository emphasizes clarity and structured explanations, serving both as a study resource and a reference for engineers exploring system internals. By gathering analyses of diverse projects in one place, analyze helps learners and practitioners bridge the gap between theory and large-scale production code. -
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PixieDust
Python Helper library for Jupyter Notebooks
PixieDust is an open source Python helper library that works as an add-on to Jupyter notebooks to improve the user experience of working with data. It also fills a gap for users who have no access to configuration files when a notebook is hosted on the cloud.
