Showing 2867 open source projects for "research"

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  • 1
    TorchGAN

    TorchGAN

    Research Framework for easy and efficient training of GANs

    ...This package provides an easy-to-use API which can be used to train popular GANs as well as develop newer variants. The core idea behind this project is to facilitate easy and rapid generative adversarial model research. TorchGAN is a Pytorch-based framework for designing and developing Generative Adversarial Networks. This framework has been designed to provide building blocks for popular GANs and also to allow customization for cutting-edge research. Using TorchGAN's modular structure allows.
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  • 2
    StreamAlert

    StreamAlert

    StreamAlert is a serverless, realtime data analysis framework

    ...Merge similar alerts and automatically promote new rules if they are not too noisy. Ingested logs and generated alerts can be retroactively searched for compliance and research. Serverless design is cheaper, easier to maintain, and scales to terabytes per day. Deployment is automated, simple, safe and repeatable for any AWS account. Secure by design, least-privilege execution, containerized analysis, and encrypted data storage.
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  • 3
    Lazybee

    Lazybee

    Create Best Wordlist From Python Tool In Termux

    ...It is designed to work on both rooted and non-rooted Android devices and uses a simple interactive interface. Because wordlists are commonly used in credential testing, responsible use should remain limited to authorized security assessments, research, and legitimate data-generation tasks.
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  • 4
    IPDrone

    IPDrone

    Track Location With Live Address And Accuracy In Termux

    ...Its functionality is much narrower than the repository's more aggressive security tools and centers on IP lookup rather than device compromise. It is best used for authorized network diagnostics, research, or approximate geolocation where the limitations of IP-based location data are understood.
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  • 5
    Detectron2

    Detectron2

    Next-generation platform for object detection and segmentation

    ...Includes more features such as panoptic segmentation, Densepose, Cascade R-CNN, rotated bounding boxes, PointRend, DeepLab, etc. Can be used as a library to support different projects on top of it. We'll open source more research projects in this way. It trains much faster. Models can be exported to TorchScript format or Caffe2 format for deployment. With a new, more modular design, Detectron2 is flexible and extensible, and able to provide fast training on single or multiple GPU servers. Detectron2 includes high-quality implementations of state-of-the-art object detection.
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  • 6
    Trax

    Trax

    Deep learning with clear code and speed

    ...Walkthrough, how Trax works, how to make new models and train on your own data. Trax includes basic models (like ResNet, LSTM, Transformer) and RL algorithms (like REINFORCE, A2C, PPO). It is also actively used for research and includes new models like the Reformer and new RL algorithms like AWR. Trax has bindings to a large number of deep learning datasets, including Tensor2Tensor and TensorFlow datasets. You can use Trax either as a library from your own python scripts and notebooks or as a binary from the shell, which can be more convenient for training large models. ...
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  • 7

    MAGeCK

    Model-based Analysis of Genome-wide CRISPR-Cas9 Knockout

    ...Xiaole Shirley Liu's lab at Dana-Farber Cancer Institute/Harvard School of Public Health, and is maintained by Wei Li lab at Children's National Medical Center. We thank the support from Claudia Adams Barr Program in Innovative Basic Cancer Research and NIH/NHGRI to develop MAGeCK.
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    Downloads: 163 This Week
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  • 8

    MITRE Annotation Toolkit

    A toolkit for managing and manipulating text annotations

    The MITRE Annotation Toolkit (MAT) is a suite of tools which can be used for automated and human tagging of annotations. Annotation is a process, used mostly by researchers in natural language processing, of enhancing documents with information about the various phrase types the documents contain. MAT supports both UI interaction and command-line interaction, and provides various levels of control over the overall annotation process. It can be customized for specific tasks (e.g.,...
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  • 9
    ECOLOG

    ECOLOG

    A database management system for ecological field surveys

    ECOLOG is a specimen-based, cross-platform relational database management system, aimed at the storage, retrieval and preliminary analysis of data on sites, species, and specimens gathered in ecological field surveys and biodiversity inventories. The main goal of ECOLOG is to make the data gathered in ecological field surveys readily accessible, providing lists of species collected in the study area and informations on habitat preferences, abundance or rarity of a given species, biometrics,...
    Downloads: 6 This Week
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  • 10
    pytorch-fcn

    pytorch-fcn

    PyTorch Implementation of Fully Convolutional Networks

    ...Pretrained model links and validation visualizations support evaluation and demonstrations. It can be installed from source or through the torchfcn package and is primarily useful for research, education, and legacy segmentation baselines.
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  • 11
    YOLOR

    YOLOR

    implementation of paper - You Only Learn One Representation

    ...The project focuses on object detection while exploring how a shared representation can support multiple tasks. It builds on the YOLO family and related PyTorch detection work, combining practical detector training with a research idea about unified representations. YOLOR includes model configurations, training code, evaluation scripts, inference tools, and pretrained weights. Its central contribution is the use of implicit knowledge to improve network performance without treating every task as fully separate. It is useful for computer vision researchers and developers studying YOLO-style detectors, representation learning, and high-performance detection systems.
    Downloads: 1 This Week
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  • 12
    HistogramsApp

    HistogramsApp

    Application that generates KDE-PDP plots from geochronological data

    HistogramsApp is a Python 3.6 application that generates (KDE and PDP) from geochronological data .HistogramsApp allows to interactively setup plot parameters such as the bandwidth and the peak detection sensibility. To cite the application please refer to: 1) https://www.tandfonline.com/doi/abs/10.1080/00206814.2021.1954556?journalCode=tigr20 Rodriguez-Corcho, A. F., Rojas-Agramonte, Y., Barrera-Gonzalez, J. A., Marroquin-Gomez, M. P., Bonilla-Correa, S., Izquierdo-Camacho, D.,...
    Downloads: 0 This Week
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  • 13
    Xmaldi

    Xmaldi

    Viewing collections of MALDI spectra and perform PCA and DFA analyses

    Xmaldi is an application for viewing collections of MALDI spectra and perform PCA and DFA analyses on them (Python 3 version). For more information, you can have a look at the README.md file in the source code tree: https://sourceforge.net/p/lp-csic-uab/xmaldi3/code/ci/default/tree/README.md
    Downloads: 0 This Week
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  • 14
    PyTorchVideo

    PyTorchVideo

    A deep learning library for video understanding research

    ...It is tightly integrated with PyTorch and PyTorch Lightning, offering flexible APIs for building and training spatiotemporal networks. The library includes efficient implementations of state-of-the-art architectures such as SlowFast, X3D, and MViT, optimized for both research prototyping and production inference. It supports video I/O pipelines, data augmentation, distributed training, and mixed precision computation for large-scale experiments. PyTorchVideo also connects seamlessly with other Meta AI tools such as Detectron2 and PyTorch3D for multimodal video analysis. Designed to accelerate research and deployment, it serves as a unified framework for reproducible, high-performance video AI development.
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  • 15
    JSONVisor

    JSONVisor

    Visor for mass spectrometry JSON files generated by Integrator

    Visor for mass spectrometry JSON files generated by the Integrator program (Python 3 version). For more information, you can have a look at the README.md file in the source code tree: https://sourceforge.net/p/lp-csic-uab/jsonvisor3/code/ci/default/tree/README.md - Gallardo, Ó., Ovelleiro, D., Gay, M., Carrascal, M., & Abian, J. (2014). A collection of open source applications for mass spectrometry data mining. PROTEOMICS, 14(20), 2275–2279. https://doi.org/10.1002/pmic.201400124
    Downloads: 0 This Week
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  • 16

    GetData

    Scientific Database Format

    The GetData library provides an API to interface with Dirfile databases. The Dirfile database format is designed to provide a fast, simple, scalable format for storing and reading binary, synchronously-sampled, time-ordered data.
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    Downloads: 4 This Week
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  • 17
    LaiaMotifs

    LaiaMotifs

    Search for MHC-like motifs in peptide collections

    Search for MHC-like motifs in peptide collections (Python 3 version). For more information, you can have a look at the README.md file in the source code tree: https://sourceforge.net/p/lp-csic-uab/laiamotifs3/code/ci/default/tree/README.md
    Downloads: 0 This Week
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  • 18
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  • 19
    aseryla

    aseryla

    Aseryla code repositories

    This project describes a model of how the semantic human memory represents the information relevant to the objects of the world in text format. It provides a system and a GUI application capable of extracting and managing concepts and relations from English texts. https://aseryla2.sourceforge.io/
    Downloads: 0 This Week
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  • 20
    LP CSIC/UAB Apps and Code

    LP CSIC/UAB Apps and Code

    Software and Code from Laboratori de Proteòmica CSIC/UAB

    Software, Code and Documents from Laboratori de Proteòmica CSIC/UAB ( LP-CSIC/UAB: http://proteomica.uab.cat )
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  • 21
    KimBlast

    KimBlast

    Blast+ the easy way

    KimBlast GUI formats and indexes Fasta databases for Blast, performs Blast searches and analyzes results. Python 3.x version. For more information, you can have a look at the README.md file in the source code tree: https://sourceforge.net/p/lp-csic-uab/kimblast3/code/ci/default/tree/README.md
    Downloads: 0 This Week
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  • 22
    TRFL

    TRFL

    TensorFlow Reinforcement Learning

    TRFL, developed by Google DeepMind, is a TensorFlow-based library that provides a collection of essential building blocks for reinforcement learning (RL) algorithms. Pronounced “truffle,” it simplifies the implementation of RL agents by offering reusable components such as loss functions, value estimation tools, and temporal difference (TD) learning operators. The library is designed to integrate seamlessly with TensorFlow, allowing users to define differentiable RL objectives and train...
    Downloads: 0 This Week
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  • 23
    nlp-tutorial

    nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

    ...Later examples implement the Transformer and BERT for translation, classification, and masked-token tasks. Paper links and Google Colab notebooks connect each implementation with its research background and an accessible runtime.
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  • 24
    DeepImageTranslator

    DeepImageTranslator

    DeepImageTranslator: a deep-learning utility for image translation

    Created by: Run Zhou Ye, En Zhou Ye, and En Hui Ye DeepImageTranslator: a free, user-friendly tool for image translation using deep-learning and its applications in CT image analysis Citation: Please cite this software as: Ye RZ, Noll C, Richard G, Lepage M, Turcotte ÉE, Carpentier AC. DeepImageTranslator: a free, user-friendly graphical interface for image translation using deep-learning and its applications in 3D CT image analysis. SLAS technology. 2022 Feb 1;27(1):76-84....
    Downloads: 0 This Week
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  • 25

    MutaNET

    NGS Pipeline and Automated Mutation Analysis

    MutaNET comes with a next generation sequencing (NGS) pipeline that calls mutations based on paired-end NGS reads, an automated mutation analysis tool and various file converters and mergers. The mutation analysis feature considers the coding region, protein domains, regulation and transcription factor binding site information, and can be used to analyse the potential impact of mutations on antibiotic resistance.
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