Alternatives

Course22 alternatives for AI agents.

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

Current skill

Course22

The fast.ai course notebooks

71
Quality
81
Trust
3.6K
Stars
#1

Fastbook

Similarity 160Trust 84Strong 81

The fastai book, published as Jupyter Notebooks

25K starsAug 16, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastbook
#2

Fastai

Similarity 158Trust 96Excellent 100

The fastai deep learning library

28K starsMay 20, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastai
#3

Thorough Pytorch

Similarity 151Trust 86Excellent 92

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

3.7K starsJan 18, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add datawhalechina/thorough-pytorch
#4

CLIP

Similarity 150Trust 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
#5

Python Machine Learning Book 2nd Edition

Similarity 150Trust 86Strong 79

The "Python Machine Learning (2nd edition)" book code repository and info resource

7.2K starsOct 1, 2020 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/python-machine-learning-book-2nd-edition
#6

Pytorch Deep Learning

Similarity 148Trust 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
#7

ML NLP

Similarity 148Trust 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
#8

Tsai

Similarity 147Trust 96Excellent 100

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

6.1K starsJun 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add timeseriesAI/tsai
#9

ML Notebooks

Similarity 147Trust 82Strong 76

:fire: Machine Learning Notebooks

3.4K starsApr 9, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add dair-ai/ML-Notebooks
#10

PracticalAI Cn

Similarity 147Trust 93Excellent 100

AI实战-practicalAI 中文版

6.9K starsApr 2, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add MLEveryday/practicalAI-cn
#11

Machine Learning Book

Similarity 147Trust 94Excellent 100

Code Repository for Machine Learning with PyTorch and Scikit-Learn

5.2K starsJun 15, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add rasbt/machine-learning-book
#12

Pytorch Lightning

Similarity 144Trust 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

Pytorch Handbook

Similarity 144Trust 85Strong 80

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

22K starsJul 25, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add zergtant/pytorch-handbook
#14

Darts

Similarity 142Trust 97Excellent 100

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
#15

Google Research

Similarity 142Trust 96Excellent 100

Google Research

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

Handson Ml

Similarity 142Trust 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

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 Course22 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.