Alternatives

Fastai alternatives for AI agents.

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

Current skill

Fastai

The fastai deep learning library

100
Quality
96
Trust
28K
Stars
#1

Fastbook

Similarity 152Trust 84Strong 81

The fastai book, published as Jupyter Notebooks

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

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
#3

Course22

Similarity 146Trust 81Strong 71

The fast.ai course notebooks

3.6K starsOct 8, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/course22
#4

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
#5

Keras

Similarity 144Trust 96Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#6

Pytorch

Similarity 143Trust 91Excellent 100

Tensors and Dynamic neural networks in Python with strong GPU acceleration

101K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/pytorch
#7

Thorough Pytorch

Similarity 143Trust 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
#8

Server

Similarity 142Trust 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
#9

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
#10

Pyro

Similarity 141Trust 94Excellent 100

Deep universal probabilistic programming with Python and PyTorch

9.0K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add pyro-ppl/pyro
#11

Ignite

Similarity 140Trust 94Excellent 100

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

4.8K starsJun 17, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/ignite
#12

Pytorch Deep Learning

Similarity 140Trust 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
#13

Course V3

Similarity 140Trust 83Strong 77

The 3rd edition of course.fast.ai

4.9K starsMay 21, 2024 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/course-v3
#14

TransformerEngine

Similarity 140Trust 95Excellent 100

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

3.4K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add NVIDIA/TransformerEngine
#15

Executorch

Similarity 139Trust 88Excellent 100

On-device AI across mobile, embedded and edge for PyTorch

4.7K starsJun 19, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/executorch
#16

ML Notebooks

Similarity 139Trust 82Strong 76

:fire: Machine Learning Notebooks

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

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 Fastai 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.