The best stanza alternatives

transformers

huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

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• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (168.5k)
• you specifically need audio or deepseek

Shares deep-learning, machine-learning, natural-language-processing, nlp with stanza.

ray

ray-project/ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (44.2k)
• you specifically need data-science or deployment

Shares deep-learning, machine-learning, python, pytorch with stanza.

kornia

kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI

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• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (12.3k)
• you specifically need computer-vision or hacktoberfest

Shares artificial-intelligence, deep-learning, machine-learning, python with stanza.

flower

flwrlabs/flower

Flower: A Friendly Federated AI Framework

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• you need a detected license — this one reports Apache License 2.0
• you specifically need ai or android

Shares artificial-intelligence, deep-learning, machine-learning, python with stanza.

DeepPavlov

deeppavlov/DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

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• you need a detected license — this one reports Apache License 2.0
• you specifically need ai or bot

Shares artificial-intelligence, deep-learning, machine-learning, named-entity-recognition with stanza.

spaCy

explosion/spaCy

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

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

Shares artificial-intelligence, deep-learning, machine-learning, named-entity-recognition with stanza.

pytorch-lightning

Lightning-AI/pytorch-lightning

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

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• 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 data-science

Shares artificial-intelligence, deep-learning, machine-learning, python with stanza.

datasets

huggingface/datasets

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

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• 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 computer-vision

Shares artificial-intelligence, deep-learning, machine-learning, natural-language-processing with stanza.

recommenders

recommenders-team/recommenders

Best Practices on Recommendation Systems

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

Shares artificial-intelligence, deep-learning, machine-learning, python with stanza.

onnx

onnx/onnx

Open standard for machine learning interoperability

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• 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 deep-neural-networks

Shares artificial-intelligence, deep-learning, machine-learning, pytorch with stanza.

camel

camel-ai/camel

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

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• you need a detected license — this one reports Apache License 2.0
• you want the more widely starred option (18.0k)
• you specifically need agent or ai-societies

Shares artificial-intelligence, deep-learning, natural-language-processing with stanza.

sonnet

google-deepmind/sonnet

TensorFlow-based neural network library

Choose sonnet if…

• you need a detected license — this one reports Apache License 2.0
• you specifically need neural-networks or tensorflow

Shares artificial-intelligence, deep-learning, machine-learning with stanza.