Alternatives

Ml Surveys alternatives for AI agents.

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

Current skill

Ml Surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

75
Quality
85
Trust
2.9K
Stars
#1

Lightly

Similarity 140Trust 93Excellent 100

A python library for self-supervised learning on images.

3.8K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add lightly-ai/lightly
#2

Knockknock

Similarity 133Trust 84Strong 75

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

2.8K starsJun 23, 2023 pushrobotics-iotPythonComputer Vision
$ npx skills add huggingface/knockknock
#3

Semantic Router

Similarity 132Trust 93Excellent 100

Superfast AI decision making and intelligent processing of multi-modal data.

3.6K starsMay 23, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add aurelio-labs/semantic-router
#4

Ml Course

Similarity 132Trust 92Excellent 100

Open Machine Learning course

3.5K starsMay 4, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add girafe-ai/ml-course
#5

Openvino Notebooks

Similarity 132Trust 93Excellent 100

📚 Jupyter notebook tutorials for OpenVINO™

3.2K starsJun 14, 2026 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add openvinotoolkit/openvino_notebooks
#6

Habitat Lab

Similarity 131Trust 93Excellent 100

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

3.0K starsMay 7, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add facebookresearch/habitat-lab
#7

Raster Vision

Similarity 131Trust 95Excellent 100

An open source library and framework for deep learning on satellite and aerial imagery.

2.2K starsJun 4, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add azavea/raster-vision
#8

Ktrain

Similarity 131Trust 87Strong 71

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

1.3K starsFeb 6, 2025 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add amaiya/ktrain
#9

Papers

Similarity 131Trust 79Promising 69

Summaries of machine learning papers

2.5K starsOct 29, 2020 pushrobotics-iotComputer VisionClaude Code
$ npx skills add aleju/papers
#10

Lightly Train

Similarity 130Trust 94Excellent 100

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

1.6K starsJun 16, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add lightly-ai/lightly-train
#11

Semi Supervised Learning

Similarity 130Trust 92Excellent 100

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

1.6K starsJun 6, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add microsoft/Semi-supervised-learning
#12

Pruna

Similarity 130Trust 94Excellent 100

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

1.2K starsJun 15, 2026 pushrobotics-iotPythonComputer Vision
$ npx skills add PrunaAI/pruna
#13

Mmengine

Similarity 128Trust 90Excellent 93

OpenMMLab Foundational Library for Training Deep Learning Models

1.5K starsDec 23, 2025 pushrobotics-iotPythonComputer Vision
$ npx skills add open-mmlab/mmengine
#14

CVprojects

Similarity 128Trust 86Excellent 91

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

2.6K starsDec 26, 2025 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add enpeizhao/CVprojects
#15

D2l Pytorch

Similarity 126Trust 87Strong 77

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

4.4K starsJul 25, 2024 pushrobotics-iotJupyter NotebookComputer Vision
$ npx skills add dsgiitr/d2l-pytorch
#16

TensorFlow World

Similarity 126Trust 81Strong 77

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

4.5K starsDec 23, 2020 pushrobotics-iotPythonComputer Vision
$ npx skills add astorfi/TensorFlow-World

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 Ml Surveys 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.