Alternatives

Heat alternatives for AI agents.

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

Current skill

Heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

76
Quality
77
Trust
241
Stars
#1

Cesium

Similarity 104Trust 93Excellent 100

An open-source JavaScript library for world-class 3D globes and maps :earth_americas:

15K starsJun 21, 2026 pushgeo-scienceJavaScriptGeospatial
$ npx skills add CesiumGS/cesium
#2

Turf

Similarity 103Trust 92Excellent 100

A modular geospatial engine written in JavaScript and TypeScript

10K starsJun 20, 2026 pushgeo-scienceTypeScriptGeospatial
$ npx skills add Turfjs/turf
#3

Erpnext

Similarity 103Trust 92Excellent 100

Free and Open Source Enterprise Resource Planning (ERP)

36K starsJun 16, 2026 pushgeo-sciencePythonHealth Data
$ npx skills add frappe/erpnext
#4

Tile38

Similarity 103Trust 89Excellent 100

Real-time Geospatial and Geofencing

9.7K starsJun 9, 2026 pushgeo-scienceGoGeospatial
$ npx skills add tidwall/tile38
#5

Dash

Similarity 83Trust 92Excellent 100

Data Apps & Dashboards for Python. No JavaScript Required.

24K starsJul 2, 2026 pushfinancePythonFinance
$ npx skills add plotly/dash
#6

Machine Learning For Trading

Similarity 76Trust 88Excellent 100

Code for Machine Learning for Algorithmic Trading, 2nd edition.

19K starsJun 23, 2026 pushfinanceJupyter NotebookFinance
$ npx skills add stefan-jansen/machine-learning-for-trading
#7

Pandas

Similarity 76Trust 94Excellent 100

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas
#8

Gradio

Similarity 76Trust 94Excellent 100

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#9

Ray

Similarity 76Trust 94Excellent 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
#10

DeepSpeed

Similarity 76Trust 93Excellent 100

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

43K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add deepspeedai/DeepSpeed
#11

Pytorch Lightning

Similarity 75Trust 93Excellent 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
#12

TradingAgents

Similarity 75Trust 92Excellent 100

TradingAgents: Multi-Agents LLM Financial Trading Framework

88K starsJun 22, 2026 pushfinancePythonFinance
$ npx skills add TauricResearch/TradingAgents
#13

Keras

Similarity 75Trust 92Excellent 100

Deep Learning for humans

64K starsJun 12, 2026 pushml-automationPythonMachine Learning
$ npx skills add keras-team/keras
#14

Streamlit

Similarity 75Trust 92Excellent 100

Streamlit β€” A faster way to build and share data apps.

45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit
#15

Reflex

Similarity 75Trust 92Excellent 100

πŸ•ΈοΈ Web apps in pure Python 🐍

29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex
#16

Cudf

Similarity 75Trust 91Excellent 100

cuDF - GPU DataFrame Library

9.7K starsJun 21, 2026 pushdata-analysisC++Data Analysis
$ npx skills add rapidsai/cudf

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 Heat 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.