Showing 305 open source projects for "novel"

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  • 1
    Runeset

    Runeset

    Fast UTF-8 codepoint sets for Zig

    ... structures, so I can't say with high confidence that it's truly novel; in a sense, it's an obvious extension of the widespread practice of using a pair of u64 bitmasks to detect a set of ASCII values. What I can say is: it's effective. The RuneSet struct is just a slice of u64, offering a few variations on set membership tests, depending on how confident you are that the string it's testing is valid UTF-8, and what you would like the test to do in the event that it isn't.
    Downloads: 0 This Week
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  • 2
    CAMEL AI

    CAMEL AI

    Finding the Scaling Law of Agents. A multi-agent framework

    ..., we propose a novel communicative agent framework named role-playing. Our approach involves using inception prompting to guide chat agents toward task completion while maintaining consistency with human intentions. We showcase how role-playing can be used to generate conversational data for studying the behaviors and capabilities of chat agents, providing a valuable resource for investigating conversational language models.
    Downloads: 0 This Week
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  • 3
    Habitat-Lab

    Habitat-Lab

    A modular high-level library to train embodied AI agents

    Habitat-Lab is a modular high-level library for end-to-end development in embodied AI. It is designed to train agents to perform a wide variety of embodied AI tasks in indoor environments, as well as develop agents that can interact with humans in performing these tasks. Allowing users to train agents in a wide variety of single and multi-agent tasks (e.g. navigation, rearrangement, instruction following, question answering, human following), as well as define novel tasks. Configuring...
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  • 4
    Ruma

    Ruma

    A set of Rust crates for interacting with the Matrix chat network

    ... in the Introduction to Matrix. Rust is a systems programming language from Mozilla built with safety, concurrency, and performance in mind. Its novel approach to memory safety and its rich type system make it an excellent choice for writing fast, secure, and reliable programs.
    Downloads: 0 This Week
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  • 5
    DefraDB

    DefraDB

    DefraDB is a Peer-to-Peer Edge Database

    ... but providing extra convenience. By leveraging peer-to-peer networking it can be deployed nimbly in novel topologies. Access control is determined by a relationship-based DSL, supporting document or field-level policies, secured by the SourceHub network. DefraDB is a core part of the Source technologies that enable new paradigms of decentralized data and access-control management, user-centric apps, data trustworthiness, and much more.
    Downloads: 0 This Week
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  • 6
    awesome-single-cell

    awesome-single-cell

    Community-curated list of software packages and data resources

    ... the statistical challenges of single cell RNA-seq. The package incorporates novel and established methods to provide a flexible framework to perform filtering, quality control, normalization, dimension reduction, clustering, differential expression and a wide-range of plotting. An analytical framework for big-scale single cell data. Transform percentage-based units into a 2d space to evaluate changes in distribution with both magnitude and direction.
    Downloads: 0 This Week
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  • 7
    Apache Doris

    Apache Doris

    MPP-based interactive SQL data warehousing for reporting and analysis

    Apache Doris is a modern MPP analytical database product. It can provide sub-second queries and efficient real-time data analysis. With it's distributed architecture, up to 10PB level datasets will be well supported and easy to operate. Apache Doris can meet various data analysis demands, including history data reports, real-time data analysis, interactive data analysis, and exploratory data analysis. Make your data analysis easier! Support standard SQL language, compatible with MySQL...
    Downloads: 0 This Week
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  • 8
    Orleans

    Orleans

    Orleans is a cross-platform framework for building distributed apps

    ... cloud services and other distributed applications. For this reason, Orleans has often been referred to as "Distributed .NET". It was created by Microsoft Research and introduced the Virtual Actor Model as a novel approach to building a new generation of distributed systems for the Cloud era. The core contribution of Orleans is its programming model which tames the complexity inherent to highly-parallel distributed systems without restricting capabilities or imposing onerous constraints.
    Downloads: 0 This Week
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  • 9
    fastai

    fastai

    Deep learning library

    fastai is a deep learning library which provides practitioners with high-level components that can quickly and easily provide state-of-the-art results in standard deep learning domains, and provides researchers with low-level components that can be mixed and matched to build new approaches. It aims to do both things without substantial compromises in ease of use, flexibility, or performance. This is possible thanks to a carefully layered architecture, which expresses common underlying...
    Downloads: 0 This Week
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  • 10
    Detic

    Detic

    Code release for "Detecting Twenty-thousand Classes

    ... without exhaustive box annotations. The system supports zero- or few-shot extension to novel categories via semantic embeddings and class name supervision, making “open-world” detection practical. Built on Detectron2, the repo includes configs, pretrained weights, and conversion tools to mix fully and weakly supervised sources. Detic is especially useful for applications where label space is vast and long-tailed, but dense bounding-box annotation is infeasible.
    Downloads: 2 This Week
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  • 11
    WizardLM

    WizardLM

    LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath

    WizardLM empowers large pre-trained language models to follow complex instructions. We adopt the automatic evaluation framework based on GPT-4 proposed by FastChat to assess the performance of chatbot models. Evol-Instruct is a novel method using LLMs instead of humans to automatically mass-produce open-domain instructions of various difficulty levels and skills range, to improve the performance of LLMs. You can easily embark on your own evolutionary journey with the Evol Script we provide.
    Downloads: 1 This Week
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  • 12
    Direct LiDAR-Inertial Odometry

    Direct LiDAR-Inertial Odometry

    A new lightweight LiDAR-inertial odometry algorithm

    DLIO is a new lightweight LiDAR-inertial odometry algorithm with a novel coarse-to-fine approach in constructing continuous-time trajectories for precise motion correction. It features several algorithmic improvements over its predecessor, DLO, and was presented at the IEEE International Conference on Robotics and Automation (ICRA) in London, UK in 2023.
    Downloads: 0 This Week
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  • 13
    scArches

    scArches

    Reference mapping for single-cell genomics

    Single-cell architecture surgery (scArches) is a package for reference-based analysis of single-cell data. scArches allows your single-cell query data to be analyzed by integrating it into a reference atlas. By mapping your data into an integrated reference you can transfer cell-type annotation from reference to query, identify disease states by mapping to healthy atlas, and advanced applications such as imputing missing data modalities or spatial locations.
    Downloads: 0 This Week
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  • 14
    TurboPFor

    TurboPFor

    Fastest Integer Compression

    Fastest Integer Compression. ALL functions are available for AMD/Intel, 64-bit ARMv8 NEON Linux+MacOS/M1 & Power9 Altivec. 100% C (C++ headers), as simple as memcpy. OS:Linux amd64, arm64, Power9, MacOs (Amd/intel + Apple M1).
    Downloads: 0 This Week
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  • 15
    MOOS

    MOOS

    C# x64 operating system programming with the .NET native

    MOOS (Meta Operating System) is an academic and experimental OS designed for clarity and extensibility, focusing on simplicity and modular construction. Written in Rust, MOOS provides a safe and modern platform to explore low-level system design, with a minimal but functional kernel that supports multitasking, a virtual memory manager, and a tiny standard library. It targets x86_64 and runs on QEMU, making it suitable for students and developers learning about OS fundamentals or testing novel...
    Downloads: 0 This Week
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  • 16
    Tải truyện chữ đa năng - GHFU

    Tải truyện chữ đa năng - GHFU

    GetHTMLFromURL, Tool tải truyện chữ online

    FANPAGE: https://www.facebook.com/gethtmlfromurl/. Phần mềm tải nội dung truyện về dạng HTML để tạo ebookPRC hoặc đọc luôn. Hỗ trợ tải truyên trên 500++ trang đọc truyện Việt/Novel English/Chinese Text. ------------------------------------------------------------------------------------------- This is software that helps you download the whole story on the website to HTML or TXT format. Then you can use it to make your ebook in variable formats such as PRC/EPUB or read it directly...
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    Downloads: 123 This Week
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  • 17

    miRge3

    Comprehensive analysis of small RNA sequencing data

    An update to Python package to perform comprehensive analysis of small RNA sequencing data, including miRNA annotation, A-to-I editing, novel miRNA detection, isomiR analysis, visualization through IGV, processing Unique Molecular Identifieres (UMI), tRF detection and producing interactive graphical output. miRge3.0 is developed in python v3.8 and is a recent update of our previous version miRge2.0. This build includes command line interface (CLI) and cross-platform Graphical User Interface...
    Downloads: 49 This Week
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  • 18
    coronavirus

    coronavirus

    The coronavirus dataset

    The coronavirus package gives a tidy format dataset of the 2019 Novel Coronavirus COVID-19 (2019-nCoV) epidemic. Relevant and updated information about the virus, such as summary of new cases by country and total number of cases by region can be retrieved from this package. The raw data is pulled and arranged by the Johns Hopkins University Center for Systems Science and Engineering, which is gathered from various leading sources including the World Health Organization, China CDC, US CDC...
    Downloads: 1 This Week
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  • 19
    EHR 2.0

    EHR 2.0

    Electronic Health Record (EHR) Electronic Medical Record (EMR) systems

    Electronic Health Record (EHR) and Electronic Medical Record (EMR) systems. However, they still face some issues regarding the security of medical records, user ownership of data, data integrity etc. The solution to these issues could be the use of a novel technology, i.e., Blockchain.
    Downloads: 1 This Week
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  • 20

    CPAT

    RNA coding potential assessment tool

    Using RNA-seq, tens of thousands of novel transcripts and isoforms have been identified (Djebali, et al Nature, 2012 , Carbili et al, Gene & Development, 2011) The discovery of these hidden transcriptome rejuvenate the need of distinguishing coding and noncoding RNA. However, Most previous coding potential prediction methods heavily rely on alignment, either pairwise alignment to search for protein evidence or multiple alignments to calculate phylogenetic conservation score (such as CPC...
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    Downloads: 27 This Week
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  • 21
    GPT-NeoX

    GPT-NeoX

    Implementation of model parallel autoregressive transformers on GPUs

    This repository records EleutherAI's library for training large-scale language models on GPUs. Our current framework is based on NVIDIA's Megatron Language Model and has been augmented with techniques from DeepSpeed as well as some novel optimizations. We aim to make this repo a centralized and accessible place to gather techniques for training large-scale autoregressive language models, and accelerate research into large-scale training. For those looking for a TPU-centric codebase, we...
    Downloads: 4 This Week
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  • 22
    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. Please note Lep-Anchor...
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    Downloads: 15 This Week
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  • 23

    MATO (KaryoType)

    MATO: Measurement and Analysis TOol

    Current tools for morphology and cytotaxonomy measurements face challenges in providing consistent results and compatibility with statistical analysis. MATO (Measurement and Analysis Tools), an upgraded version of our previous KaryoType software, is introduced to address these shortcomings. MATO improves chromosome measurements and karyotype analysis through the incorporation of size-based Karyotyping and a novel grouping algorithm. This tool accommodates a wide variety of morphometric...
    Downloads: 7 This Week
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  • 24
    TradeMaster

    TradeMaster

    TradeMaster is an open-source platform for quantitative trading

    ... tasks; 4) efficient implementations of over 13 novel RL-based trading algorithms; 5) systematic evaluation toolkits with 6 axes and 17 measures; 6) different interfaces for interdisciplinary users.
    Downloads: 1 This Week
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  • 25
    CAMPARI

    CAMPARI

    Software for molecular simulations and trajectory analysis

    We are proud to introduce version 5 of CAMPARI. We have added a number of new features, most notably a Python interface for interpreting user-supplied code (with the help of ForPy), a novel trajectory storage standard (with the help of libpqxx/PostgreSQL), and a module for performing transition path theory. Naturally, CAMPARI continues to provide the reference implementation of the ABSINTH force field paradigm and implicit solvation model. CAMPARI is a joint package for performing...
    Downloads: 5 This Week
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