The best dvc alternatives

fiftyone

voxel51/fiftyone

Refine high-quality datasets and visual AI models

Choose fiftyone if…

• you would rather work in TypeScript than Python
• you specifically need active-learning or artificial-intelligence

Shares data-science, developer-tools, machine-learning, unstructured-data with dvc.

spaCy

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

Choose spaCy if…

• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (34.0k)
• you specifically need artificial-intelligence or cython

Shares ai, data-science, machine-learning with dvc.

pytorch-lightning

Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

Choose pytorch-lightning if…

• you want the more widely starred option (31.4k)
• you specifically need artificial-intelligence or deep-learning

Shares ai, data-science, machine-learning with dvc.

marimo

marimo-team/marimo

A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

Choose marimo if…

• you specifically need artificial-intelligence or dag

Shares data-science, developer-tools, machine-learning with dvc.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• MIT License suits your use better than Apache License 2.0
• you specifically need artificial-intelligence or deep-learning

Shares ai, data-science, machine-learning with dvc.

ai-data-science-team

business-science/ai-data-science-team

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

Choose ai-data-science-team if…

• MIT License suits your use better than Apache License 2.0
• you prefer a smaller, narrower project to a large one
• you specifically need agents or ai-engineer

Shares ai, data-science, machine-learning with dvc.

kubeflow

kubeflow/kubeflow

The Cloud Native AI Platform

Choose kubeflow if…

• you specifically need agentic-ai or distributed-ai

Shares ai, data-science, machine-learning with dvc.

paperless-ngx

paperless-ngx/paperless-ngx

A community-supported supercharged document management system: scan, index and archive all your documents

Choose paperless-ngx if…

• GNU General Public License v3.0 suits your use better than Apache License 2.0
• you want the more widely starred option (48.1k)
• you specifically need angular or archiving

Shares ai, machine-learning with dvc.

Open-Assistant

LAION-AI/Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Choose Open-Assistant if…

• you want the more widely starred option (37.3k)
• you specifically need assistant or chatgpt

Shares ai, machine-learning with dvc.

datasets

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Choose datasets if…

• you specifically need artificial-intelligence or computer-vision

Shares ai, machine-learning with dvc.

onnx

onnx/onnx

Open standard for machine learning interoperability

Choose onnx if…

• you specifically need artificial-intelligence or deep-learning

Shares ai, machine-learning with dvc.

metaflow

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

Choose metaflow if…

• you specifically need agents or aws

Shares ai, machine-learning with dvc.