Alternatives

FLAML alternatives for AI agents.

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

Current skill

FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

100
Quality
95
Trust
4.4K
Stars
#1

Autogluon

Similarity 150Trust 95Excellent 100

Fast and Accurate ML in 3 Lines of Code

10K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add autogluon/autogluon
#2

H2o 3

Similarity 148Trust 97Excellent 100

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

7.5K starsJun 16, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add h2oai/h2o-3
#3

Pycaret

Similarity 141Trust 93Excellent 100

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

9.8K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add pycaret/pycaret
#4

LLMs From Scratch

Similarity 141Trust 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
#5

Featuretools

Similarity 141Trust 94Excellent 100

An open source python library for automated feature engineering

7.7K starsJun 9, 2026 pushml-automationPythonMachine Learning
$ npx skills add alteryx/featuretools
#6

Smile

Similarity 140Trust 91Excellent 100

Statistical Machine Intelligence & Learning Engine

6.4K starsJun 16, 2026 pushml-automationJavaMachine Learning
$ npx skills add haifengl/smile
#7

Mljar Supervised

Similarity 140Trust 93Excellent 100

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

3.3K starsJun 11, 2026 pushml-automationPythonMachine Learning
$ npx skills add mljar/mljar-supervised
#8

Machine Learning With Python

Similarity 139Trust 85Strong 76

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

3.3K starsMay 22, 2023 pushml-automationJupyter NotebookMachine Learning
$ npx skills add tirthajyoti/Machine-Learning-with-Python
#9

Autokeras

Similarity 139Trust 89Excellent 93

AutoML library for deep learning

9.3K starsNov 25, 2025 pushml-automationPythonMachine Learning
$ npx skills add keras-team/autokeras
#10

Tsai

Similarity 139Trust 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
#11

Tpot

Similarity 139Trust 93Excellent 95

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

10K starsSep 11, 2025 pushml-automationJupyter NotebookMachine Learning
$ npx skills add EpistasisLab/tpot
#12

Probability

Similarity 138Trust 92Excellent 100

Probabilistic reasoning and statistical analysis in TensorFlow

4.4K starsMay 12, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add tensorflow/probability
#13

Tensorwatch

Similarity 138Trust 93Excellent 100

Debugging, monitoring and visualization for Python Machine Learning and Data Science

3.5K starsMar 30, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add microsoft/tensorwatch
#14

Ray

Similarity 136Trust 98Excellent 100

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add ray-project/ray
#15

Pytorch Lightning

Similarity 136Trust 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
#16

Keras

Similarity 136Trust 96Excellent 100

Deep Learning for humans

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

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 FLAML 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.