#1
Uniform Manifold Approximation and Projection
8.2K starsJun 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add lmcinnes/umapAlternatives
Manifold alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Manifold
A model-agnostic visual debugging tool for machine learning
73
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81
Trust
1.7K
Stars
#2
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#3
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#4
Google Research
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$ npx skills add google-research/google-research#5
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#6
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
34K starsMar 25, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add openai/CLIP#7
The Modular Platform (includes MAX & Mojo)
26K starsJun 16, 2026 pushml-automationMojoMachine Learning
$ npx skills add modular/modular#8
Datasets, Transforms and Models specific to Computer Vision
18K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/vision#9
A WebGL accelerated JavaScript library for training and deploying ML models.
19K starsJun 15, 2026 pushml-automationTypeScriptMachine Learning
$ npx skills add tensorflow/tfjs#10
南瓜书：《机器学习》（西瓜书）公式详解
26K starsApr 22, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add datawhalechina/pumpkin-book#11
Tensor library for machine learning
15K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add ggml-org/ggml#12
NLTK Source
15K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add nltk/nltk#13
A hyperparameter optimization framework
14K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add optuna/optuna#14
Open Machine Learning Compiler Framework
13K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add apache/tvm#15
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
14K starsMar 24, 2026 pushml-automationPythonMachine Learning
$ npx skills add gunthercox/ChatterBot#16
邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版
19K starsJun 1, 2026 pushml-automationMachine LearningClaude Code
$ npx skills add nndl/nndlHow 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 Manifold 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.