#1
TensorFlow-based neural network library
9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnetAlternatives
Dm Control alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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Dm Control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
100
Quality
96
Trust
4.6K
Stars
#2
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#3
Deep Learning for humans
64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras#4
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
6.3K starsAug 6, 2023 pushml-automationPythonMachine Learning
$ npx skills add tensorpack/tensorpack#5
🐍 Geometric Computer Vision Library for Spatial AI
11K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add kornia/kornia#6
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
7.8K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add stanfordnlp/stanza#7
Learning to Learn in TensorFlow
4.1K starsJun 29, 2021 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/learning-to-learn#8
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
4.0K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add opengeos/segment-geospatial#9
Probabilistic time series modeling in Python
5.2K starsMay 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add awslabs/gluonts#10
JAX-based neural network library
3.2K starsJun 2, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm-haiku#11
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
19K starsJun 12, 2026 pushml-automationC#Machine Learning
$ npx skills add Unity-Technologies/ml-agents#12
Classic papers and resources on recommendation
3.6K starsOct 16, 2025 pushml-automationPythonMachine Learning
$ npx skills add wzhe06/Reco-papers#13
💫 Industrial-strength Natural Language Processing (NLP) in Python
34K starsMay 19, 2026 pushml-automationPythonMachine Learning
$ npx skills add explosion/spaCy#14
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
22K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/datasets#15
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
67K starsJan 22, 2026 pushml-automationPythonMachine Learning
$ npx skills add labmlai/annotated_deep_learning_paper_implementations#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 Dm Control if it already passes your workflow test and repository review.
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