Alternatives

Dgl Lifesci alternatives for AI agents.

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

Current skill

Dgl Lifesci

Python package for graph neural networks in chemistry and biology

55
Quality
73
Trust
805
Stars
#1

Cesium

Similarity 104Trust 90Excellent 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 88Excellent 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 88Excellent 100

Free and Open Source Enterprise Resource Planning (ERP)

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

Tile38

Similarity 102Trust 85Excellent 99

Real-time Geospatial and Geofencing

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

Dash

Similarity 82Trust 88Excellent 100

Data Apps & Dashboards for Python. No JavaScript Required.

24K starsJul 17, 2026 pushfinancePythonFinance
$ npx skills add plotly/dash
#6

Scientific Agent Skills

Similarity 75Trust 91Excellent 100

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

33K starsAug 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add K-Dense-AI/scientific-agent-skills
#7

Machine Learning For Trading

Similarity 75Trust 85Excellent 99

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

19K starsJun 23, 2026 pushfinanceJupyter NotebookFinance
$ npx skills add stefan-jansen/machine-learning-for-trading
#8

Transformers

Similarity 75Trust 90Excellent 100

๐Ÿค— Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

162K starsJun 16, 2026 pushml-automationPythonMachine Learning
$ npx skills add huggingface/transformers
#9

Gradio

Similarity 75Trust 90Excellent 100

Build and share delightful machine learning apps, all in Python. ๐ŸŒŸ Star to support our work!

43K starsJun 17, 2026 pushdata-analysisPythonData Analysis
$ npx skills add gradio-app/gradio
#10

Ray

Similarity 75Trust 90Excellent 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
#11

DeepSpeed

Similarity 75Trust 90Excellent 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
#12

Diffusers

Similarity 75Trust 90Excellent 100

๐Ÿค— Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

34K starsJun 16, 2026 pushmedia-automationPythonImage Generation
$ npx skills add huggingface/diffusers
#13

Pytorch Lightning

Similarity 75Trust 90Excellent 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
#14

Qlib

Similarity 75Trust 89Excellent 100

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.

44K starsApr 22, 2026 pushfinancePythonFinance
$ npx skills add microsoft/qlib
#15

TradingAgents

Similarity 75Trust 88Excellent 100

TradingAgents: Multi-Agents LLM Financial Trading Framework

88K starsJun 22, 2026 pushfinancePythonFinance
$ npx skills add TauricResearch/TradingAgents
#16

Keras

Similarity 75Trust 88Excellent 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 Dgl Lifesci 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.