The best SDV alternatives

serve

jina-ai/serve

☁️ Build multimodal AI applications with cloud-native stack

Choose serve if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (21.8k)
• you specifically need cloud-native or cncf

Shares deep-learning, generative-ai, machine-learning with SDV.

BentoML

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

Choose BentoML if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (8.9k)
• you specifically need ai-inference or inference-platform

Shares deep-learning, generative-ai, machine-learning with SDV.

machine-learning-for-trading

stefan-jansen/machine-learning-for-trading

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

Choose machine-learning-for-trading if…

• you would rather work in Jupyter Notebook than Python
• you need a detected license — this one reports MIT License
• you want the more widely starred option (21.7k)
• you specifically need algorithmic-trading or artificial-intelligence

Shares deep-learning, machine-learning, synthetic-data with SDV.

mmagic

open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

Choose mmagic if…

• you would rather work in Jupyter Notebook than Python
• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (7.5k)
• you specifically need aigc or computer-vision

Shares deep-learning, generative-adversarial-network, generative-ai with SDV.

learning

amitness/learning

A log of things I'm learning

Choose learning if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (7.0k)
• you specifically need learning-resources or llms

Shares deep-learning, generative-ai, machine-learning with SDV.

spaCy

explosion/spaCy

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

Choose spaCy if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (34.0k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning with SDV.

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 need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (31.4k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning with SDV.

cs249r_book

harvard-edge/cs249r_book

Machine Learning Systems

Choose cs249r_book if…

• you want the more widely starred option (29.8k)
• you specifically need artificial-intelligence or cloud-ml

Shares deep-learning, machine-learning with SDV.

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 need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (22.1k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning with SDV.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

Choose recommenders if…

• you need a detected license — this one reports MIT License
• you want the more widely starred option (22.0k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning with SDV.

onnx

onnx/onnx

Open standard for machine learning interoperability

Choose onnx if…

• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (21.6k)
• you specifically need ai or artificial-intelligence

Shares deep-learning, machine-learning with SDV.

X-AnyLabeling

CVHub520/X-AnyLabeling

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

Choose X-AnyLabeling if…

• you need a detected license — this one reports GNU General Public License v3.0
• you want the more widely starred option (10.9k)
• you specifically need artificial-intelligence or clip

Shares deep-learning, machine-learning with SDV.