Alternatives

Iree alternatives for AI agents.

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

Current skill

Iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

100
Quality
93
Trust
3.8K
Stars
#1

Onnxruntime

Similarity 142Trust 98Excellent 100

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

21K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add microsoft/onnxruntime
#2

Keras

Similarity 136Trust 96Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#3

Yolov5

Similarity 136Trust 96Excellent 100

Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

58K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add ultralytics/yolov5
#4

Cog

Similarity 133Trust 93Excellent 100

Containers for machine learning

9.4K starsJun 12, 2026 pushml-automationGoMachine Learning
$ npx skills add replicate/cog
#5

Catboost

Similarity 132Trust 97Excellent 100

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

9.0K starsJun 12, 2026 pushml-automationC++Machine Learning
$ npx skills add catboost/catboost
#6

TransformerEngine

Similarity 132Trust 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
#7

Open3D

Similarity 132Trust 92Excellent 100

Open3D: A Modern Library for 3D Data Processing

14K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add isl-org/Open3D
#8

Oneflow

Similarity 130Trust 91Excellent 93

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

9.4K starsDec 4, 2025 pushml-automationC++Machine Learning
$ npx skills add Oneflow-Inc/oneflow
#9

Pytorch Lightning

Similarity 128Trust 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
#10

Fastai

Similarity 128Trust 96Excellent 100

The fastai deep learning library

28K starsMay 20, 2026 pushml-automationJupyter NotebookMachine Learning
$ npx skills add fastai/fastai
#11

Burn

Similarity 127Trust 97Excellent 100

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

15K starsJun 15, 2026 pushml-automationRustMachine Learning
$ npx skills add tracel-ai/burn
#12

Stable Baselines3

Similarity 127Trust 98Excellent 100

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

13K starsJun 15, 2026 pushml-automationPythonMachine Learning
$ npx skills add DLR-RM/stable-baselines3
#13

Pytorch Deep Learning

Similarity 126Trust 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

Tvm

Similarity 126Trust 95Excellent 100

Open Machine Learning Compiler Framework

13K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add apache/tvm
#15

Xgboost

Similarity 126Trust 98Excellent 100

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

28K starsJun 16, 2026 pushml-automationC++Machine Learning
$ npx skills add dmlc/xgboost
#16

Mediapipe

Similarity 126Trust 96Excellent 100

Cross-platform, customizable ML solutions for live and streaming media.

36K starsJun 15, 2026 pushml-automationC++Machine Learning
$ npx skills add google-ai-edge/mediapipe

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 Iree 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.