Best hobbyist engagement tools in 2025

Duckietown.org

Learn robotics and AI through hands-on experiences.

PlaidML

Framework for accessible deep learning across devices.

Mycroft AI

A community for shared projects in conversational AI.

GGML

Efficient tensor library for machine learning on everyday devices.

AIDE by Weco

Automates and enhances machine learning processes for teams.

PyTorch

Framework for building dynamic neural networks and computations.

Cortex Labs

Decentralized AI execution on the blockchain for developers.

Llmarena

Easily compare and evaluate various AI models for your needs.

Salad

Distributed GPU cloud for efficient AI computing.

Caffee

Framework for building deep learning models efficiently.

NVIDIA Deep Learning SDK

Powerful software stack for developing advanced AI applications.

Appen

Data solutions that enhance advanced AI model performance.

Kaldi Speech-to-Text

Advanced framework for creating customized speech recognition models.

Levytation

On-demand GPU rental for AI and data processing.

BenchLLM

Evaluate AI applications with comprehensive testing tools.

stablediffusion api

Generate unique images from text descriptions effortlessly.

thisorthis.ai

Compare responses from various generative AI models seamlessly.

FluidStack

Access thousands of powerful Nvidia GPUs for AI projects.

CloudflareAI

Deploy AI applications effortlessly on a global network.

Arize

Real-time AI model monitoring and evaluation solution.

Fluxaigen

Unified access point for comparing AI language models.

Gradio

Create interactive web interfaces for machine learning models.

Float16

Cloud-based GPU computing for effortless AI deployment.

Angular.dev

Framework for building dynamic web applications and interfaces.

Purecss

Lightweight CSS framework for responsive web design.