#1
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-lightningAlternatives
Sonnet alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Sonnet
TensorFlow-based neural network library
100
Quality
92
Trust
9.9K
Stars
#2
Deep Learning for humans
64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras#3
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#4
Learning to Learn in TensorFlow
4.1K starsJun 29, 2021 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/learning-to-learn#5
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
4.6K starsJun 3, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm_control#6
a machine learning image inpainting task that instinctively removes watermarks from image indistinguishable from the ground truth image
4.6K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add zuruoke/watermark-removal#7
JAX-based neural network library
3.2K starsJun 2, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm-haiku#8
A list of popular github projects related to deep learning
6.1K starsFeb 16, 2024 pushml-automationPythonMachine Learning
$ npx skills add aymericdamien/TopDeepLearning#9
Deep Reinforcement Learning for Keras.
5.6K starsSep 17, 2023 pushml-automationPythonMachine Learning
$ npx skills add keras-rl/keras-rl#10
Image augmentation library in Python for machine learning.
5.1K starsMar 21, 2024 pushml-automationPythonMachine Learning
$ npx skills add mdbloice/Augmentor#11
Deep learning library featuring a higher-level API for TensorFlow.
9.6K starsMay 6, 2024 pushml-automationPythonMachine Learning
$ npx skills add tflearn/tflearn#12
A python library for user-friendly forecasting and anomaly detection on time series.
9.4K starsJun 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add unit8co/darts#13
🐍 Geometric Computer Vision Library for Spatial AI
11K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add kornia/kornia#14
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#15
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#16
Probabilistic time series modeling in Python
5.2K starsMay 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add awslabs/gluontsHow 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 Sonnet if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.