#1
Learn how to develop, deploy and iterate on production-grade ML applications.
48K starsMar 4, 2026 pushml-automationJupyter NotebookMLOps
$ npx skills add GokuMohandas/Made-With-MLAlternatives
Vertex AI Samples alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Vertex AI Samples
Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.
86
Quality
86
Trust
742
Stars
#2
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
7.6K starsJun 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add NirDiamant/Prompt_Engineering#3
Label Studio is a multi-type data labeling and annotation tool with standardized output format
28K starsJun 16, 2026 pushml-automationTypeScriptMLOps
$ npx skills add HumanSignal/label-studio#4
The fastai deep learning library
28K starsMay 20, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastai#5
Efficient Deep Learning Systems course materials (HSE, YSDA)
1.0K starsMay 28, 2026 pushml-automationJupyter NotebookMLOps
$ npx skills add mryab/efficient-dl-systems#6
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
97K starsJun 2, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/LLMs-from-scratch#7
The absolute trainer to light up AI agents.
17K starsApr 29, 2026 pushml-automationPythonMLOps
$ npx skills add microsoft/agent-lightning#8
Always know what to expect from your data.
12K starsJun 13, 2026 pushml-automationPythonMLOps
$ npx skills add fivetran/great_expectations#9
Free MLOps course from DataTalks.Club
15K starsJun 10, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add DataTalksClub/mlops-zoomcamp#10
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
7.5K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add h2oai/h2o-3#11
Python code for "Probabilistic Machine learning" book by Kevin Murphy
7.1K starsFeb 26, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add probml/pyprobml#12
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
10K starsSep 11, 2025 pushml-automationJupyter NotebookMachine Learning
$ npx skills add EpistasisLab/tpot#13
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
4.4K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/FLAML#14
LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.
2.3K starsJun 16, 2026 pushml-automationC++MLOps
$ npx skills add lupinemachines/lupine#15
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
1.7K starsJun 9, 2026 pushml-automationC++MLOps
$ npx skills add 4paradigm/OpenMLDB#16
✨ Build a machine learning model from a prompt
2.6K starsMar 6, 2026 pushml-automationPythonMLOps
$ npx skills add plexe-ai/plexeHow 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 Vertex AI Samples if it already passes your workflow test and repository review.
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Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.