Alternatives

Angel alternatives for AI agents.

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

Current skill

Angel

A Flexible and Powerful Parameter Server for large-scale machine learning

100
Quality
91
Trust
6.8K
Stars
#1

TensorFlowOnSpark

Similarity 125Trust 82Strong 76

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

3.9K starsJul 10, 2023 pushml-automationPythonMachine Learning
$ npx skills add yahoo/TensorFlowOnSpark
#2

Vowpal Wabbit

Similarity 125Trust 91Excellent 100

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

8.7K starsMay 8, 2026 pushml-automationC++Machine Learning
$ npx skills add VowpalWabbit/vowpal_wabbit
#3

River

Similarity 125Trust 94Excellent 100

🌊 Online machine learning in Python

5.8K starsJun 13, 2026 pushml-automationPythonMachine Learning
$ npx skills add online-ml/river
#4

Smile

Similarity 122Trust 91Excellent 100

Statistical Machine Intelligence & Learning Engine

6.4K starsJun 16, 2026 pushml-automationJavaMachine Learning
$ npx skills add haifengl/smile
#5

Grobid

Similarity 122Trust 93Excellent 100

A machine learning software for extracting information from scholarly documents

4.9K starsJun 14, 2026 pushml-automationJavaMachine Learning
$ npx skills add grobidOrg/grobid
#6

Djl

Similarity 122Trust 93Excellent 100

An Engine-Agnostic Deep Learning Framework in Java

4.8K starsMay 20, 2026 pushml-automationJavaMachine Learning
$ npx skills add deepjavalibrary/djl
#7

Maestro

Similarity 122Trust 93Excellent 100

Maestro: Netflix’s Workflow Orchestrator

3.8K starsJun 12, 2026 pushml-automationJavaMachine Learning
$ npx skills add Netflix/maestro
#8

Useful Java Links

Similarity 122Trust 89Excellent 98

A list of useful Java frameworks, libraries, software and hello worlds examples

6.2K starsMay 8, 2026 pushml-automationJavaMachine Learning
$ npx skills add Vedenin/useful-java-links
#9

Transformers

Similarity 120Trust 98Excellent 100

🤗 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
#10

Ray

Similarity 120Trust 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
#11

DeepSpeed

Similarity 120Trust 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
#12

Pytorch Lightning

Similarity 120Trust 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
#13

Xgboost

Similarity 120Trust 98Excellent 100

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

28K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add dmlc/xgboost
#14

Resume Matcher

Similarity 120Trust 98Excellent 100

Improve your resumes with Resume Matcher. Get insights, keyword suggestions and tune your resumes to job descriptions.

27K starsJun 14, 2026 pushml-automationTypeScriptMachine Learning
$ npx skills add srbhr/Resume-Matcher
#15

ML For Beginners

Similarity 120Trust 96Excellent 100

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

87K starsJun 9, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/ML-For-Beginners
#16

Keras

Similarity 120Trust 96Excellent 100

Deep Learning for humans

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

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 Angel 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.