The best flower 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.

Choose transformers if…

• you want the more widely starred option (168.5k)
• you specifically need audio or deepseek

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

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.

Choose ray if…

• you want the more widely starred option (44.2k)
• you specifically need data-science or deployment

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

ncnn

Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

Choose ncnn if…

• you would rather work in C++ than Python
• you want the more widely starred option (24.0k)
• you specifically need arm-neon or caffe

Shares android, artificial-intelligence, deep-learning, ios with flower.

kornia

kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI

Choose kornia if…

• you want the more widely starred option (12.3k)
• you specifically need computer-vision or hacktoberfest

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sonnet

google-deepmind/sonnet

TensorFlow-based neural network library

Choose sonnet if…

• you specifically need neural-networks

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stanza

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Choose stanza if…

• you specifically need corenlp or named-entity-recognition

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TensorLayer

tensorlayer/TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Choose TensorLayer if…

• you specifically need a3c or chatbot

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DeepPavlov

deeppavlov/DeepPavlov

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

Choose DeepPavlov if…

• you specifically need bot or chatbot

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AdalFlow

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

Choose AdalFlow if…

• MIT License suits your use better than Apache License 2.0
• you specifically need agent or auto-prompting

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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 cython or data-science

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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 data-science or python

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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 want the more widely starred option (22.1k)
• you specifically need computer-vision or dataset-hub

Shares ai, artificial-intelligence, deep-learning, machine-learning with flower.