Alternatives

Ml Engineering alternatives for AI agents.

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

Current skill

Ml Engineering

Machine Learning Engineering Open Book

100
Quality
95
Trust
18K
Stars
#1

Chronos Forecasting

Similarity 139Trust 94Excellent 100

Chronos: Pretrained Models for Time Series Forecasting

5.5K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add amazon-science/chronos-forecasting
#2

LLM RL Visualized

Similarity 137Trust 89Excellent 100

๐ŸŒŸ100+ ๅŽŸๅˆ› LLM / RL ๅŽŸ็†ๅ›พ๐Ÿ“š๏ผŒใ€Šๅคงๆจกๅž‹็ฎ—ๆณ•ใ€‹ไฝœ่€…ๅทจ็Œฎ๏ผ๐Ÿ’ฅ๏ผˆ100+ LLM/RL Algorithm Maps ๏ผ‰

4.5K starsJun 14, 2026 pushml-automationPythonMachine Learning
$ npx skills add changyeyu/LLM-RL-Visualized
#3

Llm Course

Similarity 136Trust 94Excellent 100

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

80K starsFeb 5, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add mlabonne/llm-course
#4

Llama Cookbook

Similarity 135Trust 98Excellent 100

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

18K starsMay 19, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add meta-llama/llama-cookbook
#5

Screenpipe

Similarity 135Trust 94Excellent 100

YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure

19K starsJun 16, 2026 pushml-automationRustMachine Learning
$ npx skills add screenpipe/screenpipe
#6

Transformers

Similarity 134Trust 98Excellent 100

๐Ÿค— Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

162K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/transformers
#7

Ray

Similarity 134Trust 98Excellent 100

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ray-project/ray
#8

DeepSpeed

Similarity 134Trust 98Excellent 100

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add deepspeedai/DeepSpeed
#9

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
#10

SpaCy

Similarity 134Trust 95Excellent 100

๐Ÿ’ซ Industrial-strength Natural Language Processing (NLP) in Python

34K starsMay 19, 2026 pushml-automationPythonMachine Learning
$ npx skills add explosion/spaCy
#11

Datasets

Similarity 134Trust 98Excellent 100

๐Ÿค— The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

22K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/datasets
#12

Onnx

Similarity 133Trust 95Excellent 100

Open standard for machine learning interoperability

21K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add onnx/onnx
#13

Wandb

Similarity 133Trust 98Excellent 100

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

11K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add wandb/wandb
#14

Kedro

Similarity 132Trust 98Excellent 100

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

11K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add kedro-org/kedro
#15

Server

Similarity 132Trust 98Excellent 100

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

11K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add triton-inference-server/server
#16

Tensorwatch

Similarity 132Trust 94Excellent 100

Debugging, monitoring and visualization for Python Machine Learning and Data Science

3.5K starsMar 30, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/tensorwatch

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 Ml Engineering 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.