#1
Containers for machine learning
9.4K starsJun 12, 2026 pushml-automationGoMachine Learning
$ npx skills add replicate/cogAlternatives
Volcano alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Volcano
A Cloud Native Batch System (Project under CNCF)
100
Quality
94
Trust
5.7K
Stars
#2
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
9.9K starsApr 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add drivendataorg/cookiecutter-data-science#3
A unified framework for machine learning with time series
9.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/sktime#4
🏅 Collection of Kaggle Solutions and Ideas 🏅
6.4K starsJun 6, 2026 pushml-automationAstroMachine Learning
$ npx skills add faridrashidi/kaggle-solutions#5
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
6.2K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add aimhubio/aim#6
A system for quickly generating training data with weak supervision
6.0K starsJun 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add snorkel-team/snorkel#7
Time series forecasting with PyTorch
4.9K starsJun 10, 2026 pushml-automationPythonMachine Learning
$ npx skills add sktime/pytorch-forecasting#8
Build local voice agents with open-source models
4.9K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/speech-to-speech#9
An Engine-Agnostic Deep Learning Framework in Java
4.8K starsMay 20, 2026 pushml-automationJavaMachine Learning
$ npx skills add deepjavalibrary/djl#10
AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding
9.7K starsJun 12, 2026 pushml-automationGoMachine Learning
$ npx skills add gorse-io/gorse#11
A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
9.9K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add yzhao062/pyod#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
ML.NET is an open source and cross-platform machine learning framework for .NET.
9.3K starsJun 12, 2026 pushml-automationC#Machine Learning
$ npx skills add dotnet/machinelearning#14
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
9.0K starsJun 12, 2026 pushml-automationC++Machine Learning
$ npx skills add catboost/catboost#15
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.
9.3K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add xorbitsai/inference#16
Data science interview questions and answers
10K starsJun 1, 2026 pushml-automationHTMLMachine Learning
$ npx skills add alexeygrigorev/data-science-interviewsHow 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 Volcano 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.