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data-centric

Here are 32 public repositories matching this topic...

ludwig

ludwig-ai / ludwig

Data-centric declarative deep learning framework

python learning data-science machine-learning natural-language-processing computer-vision deep-learning neural-network machine natural-language ml deep pytorch datascience machinelearning deeplearning data-centric

Updated May 2, 2023
Python

activeloopai / deeplake

AI Vector Database for LLMs/LangChain. Doubles as a Data Lake for Deep Learning. Store, query, version, & visualize any data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Updated May 2, 2023
Python

eto-ai / lance

Modern columnar data format for ML 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..

python rust data-science machine-learning computer-vision deep-learning embeddings dataops data-analytics data-analysis data-format apache-arrow data-centric mlops duckdb

Updated May 2, 2023
Rust

data-centric-AI

daochenzha / data-centric-AI

A curated, but incomplete, list of data-centric AI resources.

data-science machine-learning ai artificial-intelligence data-engineering data-quality data-curation data-centric data-centric-ai data-centric-machine-learning

Updated Apr 29, 2023

encord-team / encord-active

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling to supercharge model performance.

python data-science data machine-learning computer-vision deep-learning data-validation annotations ml object-detection data-cleaning active-learning data-quality data-centric mlops noisy-labels model-quality label-errors label-quality

Updated May 2, 2023
Python

CLUEbenchmark / DataCLUE

DataCLUE: 数据为中心的NLP基准和工具包

nlp ai chinese classification-algorithm human-in-the-loop data-centric

Updated May 11, 2022
Python

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)

react javascript vue js reactjs reactivity data-centric

Updated Mar 5, 2022
JavaScript

astutic / Acharya

A Data Centric annotation tool for your Named Entity Recognition projects

machine-learning natural-language-processing ai named-entity-recognition datasets annotation-processing ner annotation-tool text-annotation data-quality data-centric mlops data-quality-monitoring data-labeling annota text-annotation-tool data-labeling-tools data-centric-ai

Updated Feb 19, 2023

ChandlerBang / GTrans

[ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"

robustness adversarial-attacks data-centric graph-neural-networks out-of-distribution distribution-shift test-time-adaptation

Updated Mar 11, 2023
Python

Maksims / mr-Observer

Sponsor

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.

observer object-proxying data-centric data-proxy json-proxy

Updated Aug 27, 2021
JavaScript

kennethleungty / Data-Centric-AI-Competition

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

data-science machine-learning ai deep-learning andrew-ng data-centric data-centric-ai

Updated Oct 18, 2021
Jupyter Notebook

stoney95 / pypely

From local functions to cloud deployed pipelines

data pipeline functional-programming pipe readability testability data-centric mlops

Updated Mar 18, 2023
Python

openlayer-ai / examples-gallery

Sample notebooks that use the Openlayer Python API

machine-learning ai tensorflow ml unbox model-deployment ml-infrastructure synthetic-dataset-generation data-centric mlops machine-learning-operations model-explainability

Updated Apr 24, 2023
Jupyter Notebook

yueyu1030 / Patron

[ACL 2023] The code for our paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach

cold-start language-model active-learning data-selection fine-tuning data-centric few-shot-learning prompt-learning

Updated May 2, 2023
Python

NileDB / com.niledb.core

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

Updated Jul 30, 2018
JavaScript

mdbloice / Labeller

Quickly set up an image labelling web application for manually tagging images for machine learning tasks.

machine-learning-library data-centric data-centric-ai

Updated Oct 15, 2021
Python

rajive / doma

Data-Oriented Microservices Architecture Framework using DDS

microservices lua cpp cpp11 dds data-oriented data-centric

Updated Jul 13, 2020
Shell

seedatnabeel / Data-IQ

Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)

data-science machine-learning deep-learning data-quality data-centric responsible-ai trustworthy-ai data-quality-assessment data-centric-ai data-centric-machine-learning

Updated Mar 20, 2023
Jupyter Notebook

seedatnabeel / Data-SUITE

Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)

data-science machine-learning data-quality data-centric data-quality-monitoring responsible-ai trustworthy-machine-learning data-centric-ai data-centric-machine-learning

Updated Mar 8, 2023
Jupyter Notebook

justincpresley / ndn-hydra

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

python files security distributed-systems networking repository filesystem network python3 distributed resiliency hydra distributed-database named-data-networking resilience noc information-centric-network data-centric ndn-hydra

Updated Oct 19, 2022
Python

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