Alternatives

Keras alternatives for AI agents.

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

Current skill

Keras

Deep Learning for humans

100
Quality
96
Trust
64K
Stars
#1

Pytorch Lightning

Similarity 158Trust 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
#2

Sonnet

Similarity 155Trust 92Excellent 100

TensorFlow-based neural network library

9.9K starsMay 6, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/sonnet
#3

Dm Haiku

Similarity 153Trust 92Excellent 100

JAX-based neural network library

3.2K starsJun 2, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm-haiku
#4

Tensorpack

Similarity 149Trust 86Strong 78

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

6.3K starsAug 6, 2023 pushml-automationPythonMachine Learning
$ npx skills add tensorpack/tensorpack
#5

TopDeepLearning

Similarity 149Trust 84Strong 78

A list of popular github projects related to deep learning

6.1K starsFeb 16, 2024 pushml-automationPythonMachine Learning
$ npx skills add aymericdamien/TopDeepLearning
#6

Tflearn

Similarity 148Trust 79Strong 75

Deep learning library featuring a higher-level API for TensorFlow.

9.6K starsMay 6, 2024 pushml-automationPythonMachine Learning
$ npx skills add tflearn/tflearn
#7

Darts

Similarity 148Trust 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
#8

Probability

Similarity 148Trust 92Excellent 100

Probabilistic reasoning and statistical analysis in TensorFlow

4.4K starsMay 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add tensorflow/probability
#9

Pyro

Similarity 147Trust 94Excellent 100

Deep universal probabilistic programming with Python and PyTorch

9.0K starsJun 5, 2026 pushml-automationPythonMachine Learning
$ npx skills add pyro-ppl/pyro
#10

Coremltools

Similarity 147Trust 96Excellent 100

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

5.3K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add apple/coremltools
#11

Dm Control

Similarity 146Trust 95Excellent 100

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

4.6K starsJun 3, 2026 pushml-automationPythonMachine Learning
$ npx skills add google-deepmind/dm_control
#12

Ignite

Similarity 146Trust 94Excellent 100

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

4.8K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add pytorch/ignite
#13

Composer

Similarity 146Trust 92Excellent 100

Supercharge Your Model Training

5.5K starsApr 29, 2026 pushml-automationPythonMachine Learning
$ npx skills add mosaicml/composer
#14

Gluonts

Similarity 146Trust 92Excellent 100

Probabilistic time series modeling in Python

5.2K starsMay 8, 2026 pushml-automationPythonMachine Learning
$ npx skills add awslabs/gluonts
#15

Datasets

Similarity 146Trust 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

ML From Scratch

Similarity 146Trust 88Excellent 87

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

32K starsOct 15, 2023 pushml-automationPythonMachine Learning
$ npx skills add eriklindernoren/ML-From-Scratch

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 Keras 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.