refinery

Data annotation toolkit

A tool to help data scientists manage and annotate natural language data for training AI models

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

GitHub

1k stars
18 watching
69 forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists

active-learningannotationsartificial-intelligencedata-centric-aidata-labelingdata-sciencedeep-learninghuman-in-the-looplabelinglabeling-toolmachine-learningnatural-language-processingneural-searchnlppythonspacysupervised-learningtext-annotationtext-classificationtransformers

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
jd-aig/nlp_baaiA collection of natural language processing models and tools for collaboration on a joint project between BAAI and JDAI.254
zhanghang1989/pytorch-encodingA Python framework for building deep learning models with optimized encoding layers and batch normalization.2,044
datacanvasio/cookaAn automated machine learning toolkit with visualization and feature engineering capabilities40
pku-dair/mindwareAn efficient AutoML system that automates the machine learning lifecycle53
synyi/poplarA web-based annotation tool for natural language processing (NLP)520
ardanlabs/training-aiProvides training materials and tools for building machine learning applications72
nlplab/bratA web-based annotation tool designed to facilitate intuitive and fast creation of text-bound and relational annotations.1,831
gopherdata/resourcesA collection of Go-based resources and tools for data science tasks879
numaproj/numalogicA collection of machine learning models and tools for real-time time series data analytics and anomaly detection168
vhellendoorn/code-lmsA guide to using pre-trained large language models in source code analysis and generation1,789
etalab/piafA question answering annotation platform with features like text input, user management and scoring87
catmaid/catmaidA collaborative annotation toolkit for massive amounts of image data used in connectomics and neuroscience research188
lightning-universe/lightning-boltsProvides a toolbox of components to extend PyTorch Lightning for deep learning research and production1,700
embodiedgpt/embodiedgpt_pytorchA PyTorch-based toolkit for creating customized multimedia datasets and handling heterogeneous data for training AI models.346
kevincoble/aitoolboxA toolbox of AI modules written in Swift for various machine learning tasks and algorithms794