data-centric

Data-centric declarative deep learning framework

Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai

Alternative to Parquet. 100x faster for random access, includes a vector index and automatic versioning. Apache Arrow and DuckDB compatible.

DataCLUE: 数据为中心的NLP基准和工具包

Vue Form with Laravel Inspired Validation and Simply Enjoyable Error Messages Api. (Form Api, Validator Api, Rules Api, Error Messages Api)

A Data Centric annotation tool for your Named Entity Recognition projects

An observer is a wrapper over JSON data, that provides an interface to know when data is changed, with a focus on performance and memory efficiency.

Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI

Make your data processing easy

The code for our paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach (arXiv preprint 2209.06995).

Open-source Data Backend written in Java and based on PostgreSQL & GraphQL.

Quickly set up an image labelling web application for the tagging of images by humans for machine learning tasks.

Data-Oriented Microservices Architecture Framework using DDS

Data-SUITE: Data-centric identification of in-distribution incongruous examples

Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data

Sample notebooks that use the Openlayer Python API

ndn-hydra: A Python-coded NDN distributed repository with five focused attributes: resiliency, scalability, usability, efficiency, and security.

Data-centric core services library in C++. For the version supporting multiple languages, see datacentric repo.

Data-centric core services library in C#. For the version supporting multiple languages, see datacentric repo.

Data-centric, cross-platform, multi-language core services library for C++, C#, Python, and Java. This repository includes all languages. Each language also has its own repository, e.g. datacentric-cpp.