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ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

11.7K
Active
Python
LLM Frameworks
PyTorch
#llm#neural-network#machine-learning

cleanlab/cleanlab

An open-source library for data-centric AI with tools for data quality and machine learning on messy, real-world data.

11.4K
Active
Python
Data Quality
Python
#data-centric-ai#data-quality#data-cleaning

pachyderm/pachyderm

Pachyderm is a data-centric pipeline and data versioning platform for building and scaling data-intensive applications.

6.3K
Experimental
Go
ETL & Pipelines
Containerization
Go
#data-pipelines#data-versioning#distributed-systems

lance-format/lance

An open-source data format for building high-performance multimodal AI applications with fast random access, vector indexing, and data versioning.

6.1K
Active
Rust
LLM Frameworks
Databases
Rust
#data-format#data-versioning#vector-index

aiwaves-cn/agents

An open-source framework for building data-centric, self-evolving autonomous language agents.

5.9K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#autonomous-agents#language-model#llm

Docta-ai/docta

A Python library that helps diagnose and curate datasets for data-centric AI applications.

3.5K
Archived
Python
LLM Frameworks
Caching
#data-curation#data-diagnosis#language-model

stylegan-human/StyleGAN-Human

A data-centric approach to generating photorealistic human images using StyleGAN, a powerful generative AI model.

1.2K
Archived
Python
Computer Vision
Inference
PyTorch
#generative-ai#computer-vision#image-generation

cleanlab/cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

1.2K
Active
Python
Computer Vision
Data Exploration
Python
#computer-vision#data-quality#data-profiling

daochenzha/data-centric-AI

A curated list of resources for data-centric AI development, including tools, frameworks, and best practices.

1.1K
Archived
LLM Frameworks
Databases
#data-centric-ai#machine-learning#data-science

HazyResearch/data-centric-ai

A collection of resources for developers interested in data-centric AI approaches and techniques.

1.1K
Archived
TeX
LLM Frameworks
Tutorials & Courses
#data-centric-ai#machine-learning#ai-resources

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