Low-code framework for building custom LLMs, neural networks, and other AI models
-
Updated
Jun 1, 2024 - Python
Low-code framework for building custom LLMs, neural networks, and other AI models
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..
A curated, but incomplete, list of data-centric AI resources.
Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
DataCLUE: 数据为中心的NLP基准和工具包
Rust implementation of the Data Distribution Service (DDS)
ndn-hydra: A Python-coded NDN distributed repository with five focused attributes: resiliency, scalability, usability, efficiency, and security.
Vue Form with Laravel Inspired Validation and Simply Enjoyable Error Messages Api. (Form Api, Validator Api, Rules Api, Error Messages Api)
Simulator framework for analysis of performance, energy consumption, area and cost of multi-node multi-chiplet tile-based manycore designs
[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"
Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)
Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI
A Data Centric NER annotation tool for your Named Entity Recognition projects
Quickly set up an image labelling web application for manually tagging images for machine learning tasks.
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
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.
Open-source Data Backend written in Java and based on PostgreSQL & GraphQL.
Data-centric core services library in Java. For the version supporting multiple languages, see datacentric repo.
Add a description, image, and links to the data-centric topic page so that developers can more easily learn about it.
To associate your repository with the data-centric topic, visit your repo's landing page and select "manage topics."