data-centric · GitHub Topics

#学习与技能提升#Low-code framework for building custom LLMs, neural networks, and other AI models

翻译 - Ludwig是在TensorFlow之上构建的工具箱，无需编写代码即可训练和测试深度学习模型。

深度学习 deep learning 机器学习自然语言处理 natural-language 机器视觉 data-centric 数据科学 PyTorch 神经网络大语言模型 llm-training fine-tuning llama mistral llama2

Python 11.36 k

9 天前

lancedb / lance

#计算机科学#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, DuckD...

机器学习机器视觉 data-format 深度学习 Python apache-arrow duckdb mlops 数据分析 data-analytics 数据科学 DataOps data-centric embeddings Rust llms

Rust 4.25 k

2 天前

daochenzha / data-centric-AI

#计算机科学#A curated, but incomplete, list of data-centric AI resources.

人工智能 data-centric-ai 机器学习 data-curation data-centric data-centric-machine-learning 数据科学 data-quality data-engineering

1.08 k

8 个月前

hkust-nlp / deita

Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]

alignment data-centric instruction-tuning large-language-models

Python 536

3 个月前

encord-team / encord-active

#计算机科学#The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

机器视觉 data 数据科学 data-validation 深度学习机器学习 mlops Python active-learning annotations data-centric data-cleaning data-quality label-errors noisy-labels object-detection

Python 447

1 个月前

CLUEbenchmark / DataCLUE

#自然语言处理#DataCLUE: 数据为中心的NLP基准和工具包

data-centric 自然语言处理中文 classification-algorithm 人工智能 human-in-the-loop

Python 142

3 年前

s2e-systems / dust-dds

Rust implementation of the Data Distribution Service (DDS)

data-centric dds middleware Rust udp

Rust 107

13 天前

PrincetonUniversity / muchiSim

Simulator framework for analysis of performance, energy consumption, area and cost of multi-node multi-chiplet tile-based manycore designs

data-centric execution Network Simulation simulator

C++ 62

8 个月前

ChandlerBang / GTrans

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

adversarial-attacks data-centric graph-neural-networks robustness

Python 56

2 年前

USTC-StarTeam / DR4SR

🔥🔥🔥 KDD2024 Best Student Paper

data-centric recommender-system sequential-recommendation

Python 49

20 天前

astutic / Acharya

#自然语言处理#A Data Centric NER annotation tool for your Named Entity Recognition projects

mlops data-centric 人工智能 named-entity-recognition ner 机器学习自然语言处理数据集 annotation-tool text-annotation data-labeling annotation-processing data-centric-ai data-quality data-quality-monitoring

1 年前

zhorton34 / vuejs-form

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

Vue.js JavaScript reactivity data-centric React

JavaScript 41

3 年前

luo-junyu / Awesome-Data-Efficient-LLM

#大语言模型#A list of data-efficient and data-centric LLM (Large Language Model) papers. Our Survey Paper: Towards Efficient LLM Post Training: A Data-centric Perspective

data-centric data-centric-ai data-centric-machine-learning efficient large-language-models 大语言模型

21 天前