data-centric
There are 2 repositories under data-centric topic.
- ludwigLanguage:Python 10831
lancedb / lance
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
Language:Rust 3278- data-centric-AI
daochenzha / data-centric-AI
A curated, but incomplete, list of data-centric AI resources.
encord-team / encord-active
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
Language:Python 420- Language:Python 346
CLUEbenchmark / DataCLUE
DataCLUE: 数据为中心的NLP基准和工具包
Language:Python 145- dust-dds
s2e-systems / dust-dds
Rust implementation of the Data Distribution Service (DDS)
Language:Rust 53 ChandlerBang / GTrans
[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
Language:Python 50- Acharya
- vuejs-form
zhorton34 / vuejs-form
Vue Form with Laravel Inspired Validation and Simply Enjoyable Error Messages Api. (Form Api, Validator Api, Rules Api, Error Messages Api)
Language:JavaScript 41 PrincetonUniversity / muchiSim
Simulator framework for analysis of performance, energy consumption, area and cost of multi-node multi-chiplet tile-based manycore designs
Language:C++ 26Maksims / mr-Observer
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.
Language:JavaScript 23kennethleungty / Data-Centric-AI-Competition
Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI
Language:Jupyter Notebook 20openlayer-ai / examples-gallery
Sample notebooks that use the Openlayer Python API
Language:Jupyter Notebook 18minnesotanlp / infoVerse
Jaehyung Kim et al's ACL 2023 paper on "infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information"
Language:Python 16- Language:Python 16
seedatnabeel / Data-IQ
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)
Language:Jupyter Notebook 13mdbloice / Labeller
Quickly set up an image labelling web application for manually tagging images for machine learning tasks.
Language:Python 9Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)
Language:Jupyter Notebook 9NileDB / com.niledb.core
Open-source Data Backend written in Java and based on PostgreSQL & GraphQL.
Language:JavaScript 8- Language:Shell 6
justincpresley / ndn-hydra
ndn-hydra: A Python-coded NDN distributed repository with five focused attributes: resiliency, scalability, usability, efficiency, and security.
Language:Python 4A series of NiFi processors that facilitate ingestion of data into NileDB Core platform.
Language:Java 3datacentricorg / datacentric-cpp
Data-centric core services library in C++. For the version supporting multiple languages, see datacentric repo.
Language:C++ 2cadmiumkitty / dcaf-2020-provo
Demo code for my talk at Data-Centric Architecture Forum 2020 about data provenance and PROV ontology.
Language:Java 1Data-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.
Language:C# 1Data-centric core services library in C#. For the version supporting multiple languages, see datacentric repo.
Language:C# 1Data-centric core services library in Python. For the version supporting multiple languages, see datacentric repo.
Language:Python 1nikimacm / trailmixers-project3
Python and Data Centric Development: A full-stack site that allows users to add, edit, delete and search hiking trails in the Province of Andalucia, Spain. They can also upload photos and maps showing their trails. Each route will provide: A title, Address of the trail , Difficulty level, Description, Directions , Photos, Maps
Language:HTML 1- Language:Lua 1
Data-centric core services library in Java. For the version supporting multiple languages, see datacentric repo.
0bryce-bowles / opioid-prescribing-rates
Semester long project working with Virginia Department of Social Services to assist in data centric reengineer useful data into VA’s major FAACT database. Tableau dashboard analysis and presentation created using data from 2016 to 2019 on Medicare Prescribing rates.
zenetio / Traffic-Car-Classifier
Use CNN to classify traffic signs
Language:Jupyter Notebook
