Alternatives

Pyprobml alternatives for AI agents.

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

Current skill

Pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

100
Quality
91
Trust
7.1K
Stars
#1

Fastai

Similarity 134Trust 96Excellent 100

The fastai deep learning library

28K starsMay 20, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastai
#2

Machine Learning Experiments

Similarity 133Trust 88Excellent 86

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

1.8K starsNov 23, 2025 pushml-automationJupyter NotebookMachine Learning
$ npx skills add trekhleb/machine-learning-experiments
#3

Keras

Similarity 128Trust 96Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#4

Mit Deep Learning

Similarity 127Trust 85Strong 82

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

10K starsJan 3, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add lexfridman/mit-deep-learning
#5

ML For Beginners

Similarity 126Trust 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
#6

AI For Beginners

Similarity 126Trust 96Excellent 100

12 Weeks, 24 Lessons, AI for All!

48K starsJun 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/AI-For-Beginners
#7

Google Research

Similarity 126Trust 96Excellent 100

Google Research

38K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add google-research/google-research
#8

CLIP

Similarity 126Trust 96Excellent 100

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
#9

Handson Ml

Similarity 126Trust 97Excellent 100

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

26K starsMay 19, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add ageron/handson-ml
#10

Shap

Similarity 125Trust 95Excellent 100

A game theoretic approach to explain the output of any machine learning model.

26K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add shap/shap
#11

Llama Cookbook

Similarity 125Trust 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
#12

LLMs From Scratch

Similarity 125Trust 92Excellent 100

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
#13

Pytorch Deep Learning

Similarity 124Trust 92Excellent 100

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

18K starsFeb 11, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add mrdbourke/pytorch-deep-learning
#14

ML NLP

Similarity 124Trust 91Excellent 100

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

18K starsJan 9, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add NLP-LOVE/ML-NLP
#15

Datasets

Similarity 124Trust 93Excellent 100

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

4.6K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add tensorflow/datasets
#16

Mlops Zoomcamp

Similarity 124Trust 92Excellent 100

Free MLOps course from DataTalks.Club

15K starsJun 10, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add DataTalksClub/mlops-zoomcamp

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 Pyprobml 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.