#1
header only, dependency-free deep learning framework in C++14
6.0K starsApr 17, 2022 pushml-automationC++Machine Learning
$ npx skills add tiny-dnn/tiny-dnnAlternatives
Mace alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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Mace
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
77
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#2
A C++ standalone library for machine learning
5.4K starsFeb 23, 2026 pushml-automationC++Machine Learning
$ npx skills add flashlight/flashlight#3
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
9.4K starsDec 4, 2025 pushml-automationC++Machine Learning
$ npx skills add Oneflow-Inc/oneflow#4
Caffe: a fast open framework for deep learning.
35K starsJul 31, 2024 pushml-automationC++Machine Learning
$ npx skills add BVLC/caffe#5
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
28K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add dmlc/xgboost#6
An Open Source Machine Learning Framework for Everyone
196K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add tensorflow/tensorflow#7
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
24K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add PaddlePaddle/Paddle#8
A toolkit for making real world machine learning and data analysis applications in C++
14K starsMay 7, 2026 pushml-automationC++Machine Learning
$ npx skills add davisking/dlib#9
Tensor library for machine learning
15K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add ggml-org/ggml#10
Rust bindings for the C++ api of PyTorch.
5.4K starsMay 17, 2026 pushml-automationRustMachine Learning
$ npx skills add LaurentMazare/tch-rs#11
A flexible, high-performance serving system for machine learning models
6.4K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add tensorflow/serving#12
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
22K starsJul 25, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add zergtant/pytorch-handbook#13
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
31K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add Lightning-AI/pytorch-lightning#14
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
34K starsMar 25, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add openai/CLIP#15
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
26K starsMay 19, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add ageron/handson-ml#16
Tensors and Dynamic neural networks in Python with strong GPU acceleration
101K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/pytorchHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Mace if it already passes your workflow test and repository review.
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