Alternatives

Generative Models alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Generative Models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

79
Quality
80
Trust
7.5K
Stars
#1

Keras

Similarity 142Trust 95Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#2

Coremltools

Similarity 139Trust 97Excellent 100

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

5.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add apple/coremltools
#3

Ml Road

Similarity 138Trust 91Excellent 100

Machine Learning and Agentic AI Resources, Practice and Research

4.8K starsApr 20, 2026 pushml-automationPythonMachine Learning
$ npx skills add yanshengjia/ml-road
#4

SDV

Similarity 137Trust 89Excellent 100

Synthetic data generation for tabular data

3.5K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add sdv-dev/SDV
#5

Pytorch Lightning

Similarity 134Trust 98Excellent 100

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
#6

Yolov5

Similarity 134Trust 95Excellent 100

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

58K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add ultralytics/yolov5
#7

Annotated Deep Learning Paper Implementations

Similarity 134Trust 94Excellent 100

🧑‍🏫 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
#8

Machine Learning Zoomcamp

Similarity 133Trust 90Excellent 100

Learn ML engineering for free in 4 months! Register here 👇🏼

13K starsJun 10, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add DataTalksClub/machine-learning-zoomcamp
#9

Cog

Similarity 133Trust 93Excellent 100

Containers for machine learning

9.4K starsJun 12, 2026 pushml-automationGoMachine Learning
$ npx skills add replicate/cog
#10

Stable Baselines3

Similarity 133Trust 98Excellent 100

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
#11

TopDeepLearning

Similarity 132Trust 80Strong 78

A list of popular github projects related to deep learning

6.1K starsFeb 16, 2024 pushml-automationPythonMachine Learning
$ npx skills add aymericdamien/TopDeepLearning
#12

Stylegan2 Pytorch

Similarity 132Trust 85Strong 76

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

3.8K starsJan 12, 2025 pushml-automationPythonMachine Learning
$ npx skills add lucidrains/stylegan2-pytorch
#13

T81 558 Deep Learning

Similarity 132Trust 90Excellent 98

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

5.7K starsApr 25, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add jeffheaton/t81_558_deep_learning
#14

Pyro

Similarity 131Trust 94Excellent 100

Deep universal probabilistic programming with Python and PyTorch

9.0K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add pyro-ppl/pyro
#15

Bitsandbytes

Similarity 131Trust 94Excellent 100

Accessible large language models via k-bit quantization for PyTorch.

8.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add bitsandbytes-foundation/bitsandbytes
#16

Sonnet

Similarity 131Trust 92Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet

How 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 Generative Models 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.