#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
Hummingbird alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
89
Quality
90
Trust
3.5K
Stars
#2
Deep Learning for humans
64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras#3
Code Repository for Machine Learning with PyTorch and Scikit-Learn
5.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/machine-learning-book#4
Accessible large language models via k-bit quantization for PyTorch.
8.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add bitsandbytes-foundation/bitsandbytes#5
TensorFlow-based neural network library
9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet#6
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
8.0K starsApr 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add lanpa/tensorboardX#7
Seamlessly integrate LLMs into scikit-learn.
3.5K starsJun 1, 2026 pushml-automationPythonMachine Learning
$ npx skills add BeastByteAI/scikit-llm#8
JAX-based neural network library
3.2K starsJun 2, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm-haiku#9
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
21K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add microsoft/onnxruntime#10
Genetic Programming in Python, with a scikit-learn inspired API
1.9K starsJan 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add trevorstephens/gplearn#11
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#12
Datasets, Transforms and Models specific to Computer Vision
18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision#13
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
13K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add DLR-RM/stable-baselines3#14
A list of popular github projects related to deep learning
6.1K starsFeb 16, 2024 pushml-automationPythonMachine Learning
$ npx skills add aymericdamien/TopDeepLearning#15
A scikit-learn compatible neural network library that wraps PyTorch
6.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add skorch-dev/skorch#16
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
14K starsMar 24, 2026 pushml-automationPythonMachine Learning
$ npx skills add gunthercox/ChatterBotHow 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 Hummingbird 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.